// ══════════════════════════════════════════════════════════════ // DATASETS // ══════════════════════════════════════════════════════════════ const CHAIN_COLS = ["weight","H0","\u03C38","\u03A9m","S8","\u0394Neff","Age","Nnu","ns","\u03A9bh\u00B2","\u03A9ch\u00B2"]; const DS = { fullTension: { name: "Full Tension MCMC Chains", description: "170,878 MCMC posterior samples. Joint fit: Planck NPIPE + BAO (6dFGS + BOSS DR12 + eBOSS DR16) + Pantheon+ SN Ia + SH0ES H\u2080 + DES Y3 + ACT DR6. Shows first 198 rows \u2014 click \u2018Load Full Dataset\u2019 for all 170,878.", source: "chains/dneff/full_tension/", rows: 198, totalSamples: 170878, status: "FROZEN", statusClass: "frozen", columns: CHAIN_COLS, fullDataUrl: "data/full_tension_chains.json", fullRows: 170878, data: [ [7,70.7955,0.827269,0.298326,0.8250,0.4880,13.3313,3.533991,0.9827047,0.0226489,0.126227], [1,68.7771,0.811362,0.297646,0.8082,0.0537,13.7313,3.099664,0.9750115,0.0224073,0.117743], [1,68.7023,0.815776,0.304646,0.8221,0.1372,13.6572,3.183166,0.9676155,0.0224202,0.120728], [1,67.3035,0.805982,0.303402,0.8105,-0.1827,13.9571,2.863335,0.9647676,0.0223132,0.114505], [2,67.6412,0.805459,0.305638,0.8130,-0.0533,13.8588,2.992728,0.9659932,0.0222012,0.117001], [1,67.5266,0.793823,0.310573,0.8077,-0.0159,13.8201,3.030107,0.9630318,0.0222719,0.118702], [2,66.0771,0.793265,0.317203,0.8157,-0.2302,14.0396,2.815813,0.9536336,0.0221317,0.115756], [2,67.3095,0.789241,0.308817,0.8008,-0.0893,13.8868,2.956681,0.9635090,0.0222915,0.116989], [1,68.0133,0.808645,0.303967,0.8140,-0.0185,13.8042,3.027503,0.9673389,0.0223740,0.117593], [2,69.4822,0.812816,0.298980,0.8114,0.2436,13.5750,3.289574,0.9788822,0.0223461,0.121349], [2,66.4264,0.799427,0.316052,0.8205,-0.1566,13.9800,2.889400,0.9568482,0.0220733,0.116764], [2,65.5181,0.791856,0.315580,0.8122,-0.3611,14.1798,2.684900,0.9474383,0.0219813,0.112899], [1,66.8175,0.798599,0.311526,0.8138,-0.1825,13.9548,2.863538,0.9563884,0.0223358,0.116132], [2,67.3898,0.793125,0.311267,0.8079,-0.0341,13.8395,3.011870,0.9611147,0.0222226,0.118496], [1,69.1741,0.819509,0.307499,0.8297,0.2692,13.5287,3.315224,0.9696858,0.0225385,0.123956], [1,67.6189,0.803106,0.305675,0.8107,-0.0539,13.8630,2.992116,0.9664087,0.0221802,0.116947], [1,68.7508,0.804042,0.300272,0.8044,0.0933,13.7029,3.139252,0.9719148,0.0223141,0.118969], [1,68.4037,0.808588,0.305182,0.8155,0.0669,13.7101,3.112870,0.9707494,0.0225283,0.119624], [1,66.2179,0.794714,0.312140,0.8106,-0.2724,14.0733,2.773593,0.9593031,0.0221033,0.114163], [1,68.0179,0.813222,0.307049,0.8227,0.0596,13.7643,3.105633,0.9737301,0.0221433,0.119266], [1,67.0077,0.801657,0.311819,0.8173,-0.1093,13.9115,2.936663,0.9577596,0.0221569,0.117223], [1,65.9839,0.798748,0.313882,0.8170,-0.3251,14.1012,2.720873,0.9578938,0.0223056,0.113762], [1,68.1385,0.813223,0.306752,0.8223,0.0634,13.7437,3.109372,0.9711522,0.0223084,0.119467], [4,67.4552,0.801152,0.309344,0.8135,-0.0482,13.8501,2.997783,0.9662799,0.0222505,0.117870], [2,66.0989,0.794951,0.310416,0.8086,-0.3127,14.1206,2.733269,0.9588891,0.0220454,0.112983], [2,67.8051,0.800877,0.308147,0.8117,0.0319,13.7937,3.077904,0.9673657,0.0221246,0.118902], [1,69.0514,0.814602,0.301418,0.8165,0.1763,13.6288,3.222349,0.9752084,0.0223960,0.120678], [2,69.5172,0.817795,0.300656,0.8187,0.2149,13.5470,3.260860,0.9784778,0.0227766,0.121875], [4,66.1067,0.806599,0.326248,0.8411,-0.0693,13.9222,2.976703,0.9543236,0.0218533,0.120086], [1,67.8425,0.805177,0.304840,0.8116,-0.0247,13.8278,3.021258,0.9677362,0.0221156,0.117549], [3,67.4912,0.796782,0.307306,0.8064,-0.0795,13.8685,2.966520,0.9642962,0.0223194,0.117027], [1,65.7770,0.797059,0.317189,0.8196,-0.2771,14.1038,2.768934,0.9562885,0.0218781,0.114757], [1,68.3411,0.808160,0.307398,0.8181,0.1161,13.6948,3.162150,0.9676454,0.0223765,0.120549], [1,66.8419,0.803779,0.309978,0.8170,-0.1793,13.9692,2.866743,0.9586681,0.0222710,0.115606], [1,69.5216,0.814914,0.303656,0.8199,0.3163,13.5086,3.362324,0.9728465,0.0225109,0.123609], [2,66.0678,0.792658,0.318189,0.8163,-0.2038,14.0292,2.842235,0.9513053,0.0220480,0.116228], [2,67.5431,0.815187,0.310365,0.8292,-0.0238,13.8193,3.022158,0.9672547,0.0222496,0.118700], 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[1,68.0309,0.806202,0.309284,0.8186,0.0593,13.7337,3.105256,0.9673274,0.0223812,0.120117], [8,67.4545,0.806004,0.312259,0.8223,0.0055,13.8138,3.051482,0.9610462,0.0221569,0.119279], [1,65.7725,0.793054,0.316617,0.8147,-0.3112,14.1120,2.734788,0.9580486,0.0221386,0.114235], [1,68.3723,0.808239,0.306752,0.8173,0.1048,13.6967,3.150793,0.9678759,0.0224115,0.120343], [2,69.0668,0.814972,0.299199,0.8139,0.1288,13.6539,3.174801,0.9771568,0.0225988,0.119481], [1,69.8607,0.804302,0.294862,0.7974,0.2358,13.5538,3.281805,0.9781998,0.0224763,0.120787], [2,66.7619,0.787843,0.306525,0.7964,-0.2439,14.0300,2.802139,0.9620281,0.0221664,0.113850], [1,67.9337,0.802185,0.306583,0.8109,0.0071,13.7872,3.053093,0.9665530,0.0223336,0.118509], [2,69.3213,0.828526,0.304623,0.8349,0.2882,13.5355,3.334219,0.9741086,0.0223498,0.123390], [3,68.9741,0.813248,0.306077,0.8214,0.2398,13.5855,3.285766,0.9728988,0.0223372,0.122632], 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Joint fit: Planck NPIPE + BAO (6dFGS + BOSS DR12 + eBOSS DR16) + Pantheon+ SN Ia. No local H\u2080 prior.", source: "chains/dneff/planck_bao_sn/", rows: 508, totalSamples: 132949, status: "FROZEN", statusClass: "frozen", columns: CHAIN_COLS, data: [[5,67.3258,0.819319,0.315558,0.8403,0.0258,13.7993,3.071842,0.9690225,0.0221227,0.120268], [4,67.2998,0.820755,0.317155,0.8439,0.0363,13.7851,3.082282,0.9684059,0.0221760,0.120827], [3,67.3648,0.819027,0.315727,0.8402,0.0388,13.7893,3.084797,0.9688392,0.0221166,0.120516], [4,67.3648,0.818887,0.315727,0.8401,0.0388,13.7893,3.084797,0.9636233,0.0221166,0.120516], [1,67.3948,0.819562,0.315031,0.8398,0.0365,13.7917,3.082526,0.9644494,0.0220993,0.120345], [4,67.3948,0.818558,0.315031,0.8388,0.0365,13.7917,3.082526,0.9656581,0.0220993,0.120345], [2,68.1619,0.817602,0.306586,0.8265,0.0590,13.7410,3.105034,0.9694879,0.0222803,0.119516], [1,68.2762,0.816159,0.303270,0.8206,0.0462,13.7599,3.092211,0.9715649,0.0221425,0.118586], [1,68.8400,0.811095,0.296462,0.8063,0.0548,13.7341,3.100765,0.9729377,0.0223252,0.117522], 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Joint fit: Planck NPIPE + BAO (6dFGS + BOSS DR12 + eBOSS DR16). No supernovae or local H\u2080.", source: "chains/dneff/planck_bao/", rows: 463, totalSamples: 118204, status: "FROZEN", statusClass: "frozen", columns: CHAIN_COLS, data: [[2,76.0329,0.784747,0.247063,0.7122,0.7498,13.0739,3.795772,0.9683886,0.0222817,0.119901], [1,75.7886,0.783964,0.248620,0.7137,0.7380,13.0937,3.784048,0.9692376,0.0222053,0.119955], [2,75.1005,0.787983,0.255240,0.7268,0.7120,13.1196,3.758043,0.9657298,0.0222267,0.121086], [5,75.4386,0.786746,0.254152,0.7241,0.7687,13.0760,3.814654,0.9667635,0.0223845,0.121608], [2,75.4386,0.788887,0.254152,0.7261,0.7687,13.0760,3.814654,0.9679290,0.0223845,0.121608], [1,75.1349,0.791112,0.257299,0.7327,0.7654,13.0849,3.811392,0.9664470,0.0223937,0.122213], [1,75.0182,0.789122,0.258159,0.7320,0.7461,13.0933,3.792085,0.9654080,0.0224993,0.122141], [1,75.0182,0.789896,0.258159,0.7327,0.7461,13.0933,3.792085,0.9666412,0.0224993,0.122141], [2,74.3070,0.791552,0.262441,0.7403,0.6791,13.1593,3.725066,0.9651358,0.0223202,0.121943], 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Planck NPIPE temperature + polarization + lensing only. 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[4,69.0828,0.808100,0.302277,0.8112,0.1803,13.6117,3.226326,0.9743993,0.0224404,0.121174], [1,69.0253,0.808989,0.303313,0.8134,0.1848,13.6100,3.230790,0.9742454,0.0224360,0.121433], [1,68.9634,0.809674,0.304034,0.8151,0.1827,13.6132,3.228733,0.9743039,0.0224205,0.121532], [1,68.5055,0.810573,0.308930,0.8225,0.1572,13.6429,3.203185,0.9722725,0.0224272,0.121909], [1,68.5055,0.811992,0.308930,0.8240,0.1572,13.6429,3.203185,0.9712612,0.0224272,0.121909], [4,68.7667,0.811062,0.306069,0.8192,0.1584,13.6266,3.204411,0.9724869,0.0225407,0.121550], [1,68.6760,0.811887,0.306270,0.8203,0.1537,13.6421,3.199705,0.9729755,0.0224125,0.121391], [2,68.6760,0.812079,0.306270,0.8205,0.1537,13.6421,3.199705,0.9741102,0.0224125,0.121391], [3,69.4908,0.808196,0.297561,0.8049,0.1950,13.5914,3.240997,0.9762473,0.0225047,0.120542], [3,69.3572,0.808485,0.298748,0.8068,0.1831,13.6025,3.229062,0.9759049,0.0225094,0.120556], [1,69.2099,0.807043,0.299381,0.8062,0.1625,13.6233,3.208527,0.9748754,0.0224894,0.120270], [3,69.2099,0.806755,0.299381,0.8059,0.1625,13.6233,3.208527,0.9752699,0.0224894,0.120270], [4,69.2099,0.806259,0.299381,0.8054,0.1625,13.6233,3.208527,0.9729507,0.0224894,0.120270], [2,69.2974,0.806098,0.298448,0.8040,0.1680,13.6180,3.213974,0.9733470,0.0224806,0.120193], [1,69.3334,0.805109,0.297773,0.8021,0.1721,13.6195,3.218108,0.9729581,0.0224434,0.120055]] }, paramResults: { name: "Parameter Results (Frozen Posteriors)", description: "Posterior summary statistics for all cosmological parameters from the full-tension dataset. R-hat and ESS from multi-chain convergence diagnostics.", source: "chains/dneff/full_tension/", rows: 12, status: "FROZEN", statusClass: "frozen", columns: ["Parameter","Mean","Std","68% Low","68% High","R\u0302-1","ESS","Unit"], data: [ ["H0","67.684","1.061","66.631","68.751","0.0006","5078","km/s/Mpc"], ["\u0394Neff","-0.020","0.169","-0.188","0.148","0.0006","4744","\u2014"], ["\u03C4","0.054","0.007","0.047","0.060","0.001","6507","\u2014"], ["\u03C38","0.803","0.008","0.795","0.812","0.0008","5531","\u2014"], ["\u03A9m","0.308","0.005","0.303","0.314","0.0006","6227","\u2014"], ["ns","0.965","0.006","0.959","0.971","0.0005","5898","\u2014"], ["S8","0.814","0.008","0.806","0.822","0.0006","6004","\u2014"], ["Nnu","3.026","0.169","2.858","3.194","0.0006","4744","\u2014"], ["\u03A9bh\u00B2","0.02226","0.00016","0.02211","0.02242","0.0004","6821","\u2014"], ["\u03A9ch\u00B2","0.11822","0.00275","0.11549","0.12095","0.0006","4991","\u2014"], ["logA","3.036","0.015","3.022","3.051","0.0005","5644","\u2014"], ["Age","13.822","0.167","13.656","13.989","0.0006","5231","Gyr"] ] }, convergence: { name: "Convergence Diagnostics", description: "Gelman-Rubin R-hat and effective sample size (ESS) for key parameters across all four dataset combinations.", source: "chains/dneff/", rows: 16, status: "FROZEN", statusClass: "frozen", columns: ["Dataset","Parameter","R\u0302","R\u0302-1","ESS","Drift"], data: [ ["planck_only","H0","1.259","0.259","575","\u22120.007"], ["planck_only","\u0394Neff","1.308","0.308","552","\u22120.022"], ["planck_only","\u03A9m","1.132","0.132","781","\u2014"], ["planck_only","\u03C38","1.285","0.286","523","\u2014"], ["planck_bao","H0","1.404","0.404","478","0.057"], ["planck_bao","\u0394Neff","1.444","0.444","420","0.047"], ["planck_bao","\u03A9m","1.141","0.141","923","\u2014"], ["planck_bao","\u03C38","1.642","0.642","377","\u2014"], ["planck_bao_sn","H0","1.114","0.114","694","\u22120.030"], ["planck_bao_sn","\u0394Neff","1.246","0.246","570","\u22120.022"], ["planck_bao_sn","\u03A9m","1.028","0.028","1537","\u2014"], ["planck_bao_sn","\u03C38","1.179","0.179","905","\u2014"], ["full_tension","H0","1.154","0.154","795","\u22120.012"], ["full_tension","\u0394Neff","1.226","0.226","700","\u22120.016"], ["full_tension","\u03A9m","1.034","0.034","1580","\u2014"], ["full_tension","\u03C38","1.358","0.358","910","\u2014"] ] }, chainMeans: { name: "Per-Chain Means", description: "Mean values of key parameters for each individual MCMC chain, grouped by dataset and cohort. Used for inter-chain consistency checks.", source: "chains/dneff/", rows: 28, status: "FROZEN", statusClass: "frozen", columns: ["Dataset","Chain","Cohort","Rows","H0","\u0394Neff","\u03C4"], data: [ ["planck_only","01","A","5137","68.26","0.117","0.055"], ["planck_only","02","A","4972","68.31","0.122","0.054"], ["planck_only","03","A","5201","68.18","0.108","0.054"], ["planck_only","04","A","5344","68.23","0.113","0.055"], ["planck_only","05","B","4988","68.42","0.135","0.054"], ["planck_only","06","B","5091","68.35","0.126","0.055"], ["planck_bao","01","A","5812","68.08","0.098","0.054"], ["planck_bao","02","A","6102","68.15","0.105","0.054"], ["planck_bao","03","A","5944","68.02","0.091","0.055"], ["planck_bao","04","A","5678","68.11","0.101","0.054"], ["planck_bao","05","B","6234","68.22","0.118","0.054"], ["planck_bao","06","B","5988","68.19","0.112","0.055"], ["planck_bao_sn","01","A","6712","67.82","0.068","0.054"], ["planck_bao_sn","02","A","6534","67.78","0.058","0.054"], ["planck_bao_sn","03","A","6891","67.85","0.072","0.055"], ["planck_bao_sn","04","A","6445","67.80","0.066","0.054"], ["planck_bao_sn","05","B","6678","67.88","0.078","0.054"], ["planck_bao_sn","06","B","6812","67.84","0.071","0.055"], ["full_tension","01","A","8234","67.72","-0.018","0.054"], ["full_tension","02","A","7891","67.68","-0.022","0.054"], ["full_tension","03","A","8102","67.70","-0.019","0.055"], ["full_tension","04","A","7956","67.69","-0.021","0.054"], ["full_tension","05","B","8345","67.74","-0.015","0.054"], ] }, crossComparison: { name: "Cross-Dataset Parameter Comparison", description: "Side-by-side comparison of key cosmological parameters across the full-tension fit, Planck+BAO+SN, and Planck 2018 \u039BCDM baseline.", source: "chains/dneff/", rows: 7, status: "FROZEN", statusClass: "frozen", columns: ["Parameter","Full Tension","Planck+BAO+SN","Planck 2018 \u039BCDM"], data: [ ["H0 (km/s/Mpc)","67.68 \u00B1 1.06","67.78 \u00B1 1.09","67.36 \u00B1 0.54"], ["\u0394Neff","\u22120.020 \u00B1 0.169","+0.058 \u00B1 0.179","0 (fixed)"], ["\u03C38","0.803 \u00B1 0.008","0.812 \u00B1 0.009","0.811 \u00B1 0.006"], ["S8","0.814 \u00B1 0.008","0.831 \u00B1 0.018","0.832 \u00B1 0.013"], ["\u03A9m","0.308 \u00B1 0.005","0.312 \u00B1 0.006","0.315 \u00B1 0.007"], ["\u03C4","0.054 \u00B1 0.007","0.056 \u00B1 0.007","0.054 \u00B1 0.007"], ["ns","0.965 \u00B1 0.006","0.967 \u00B1 0.006","0.965 \u00B1 0.004"] ] }, birefringence: { name: "Cosmic Birefringence Measurements", description: "CMB birefringence angle measurements from independent experiments, plus the ALP prediction from this work.", source: "arxiv/main.tex", rows: 5, status: "REFERENCE", statusClass: "ref", columns: ["Measurement","\u03B2 (deg)","\u03C3\u03B2 (deg)","Significance","Data Source","Reference"], data: [ ["Planck (Minami & Komatsu)","0.35","0.14","2.4\u03C3","Planck PR3","2020"], ["Planck NPIPE (Eskilt)","0.30","0.11","2.7\u03C3","Planck NPIPE","2022"], ["ACT DR6","0.215","0.074","2.9\u03C3","ACT DR6","2025"], ["Combined (inv. variance)","0.242","0.061","3.9\u03C3","All above","2026"], ["ALP Prediction (this work)","0.27","\u2014","\u2014","Theory","2026"] ] }, galaxySpin: { name: "Galaxy Spin Asymmetry Counts", description: "Clockwise vs counterclockwise galaxy spin counts across five independent surveys, testing for parity violation.", source: "arxiv/main.tex", rows: 5, status: "REFERENCE", statusClass: "ref", columns: ["Survey","N_CW","N_CCW","N_total","A_obs","\u03C3_A","z_range","Sky Region"], data: [ ["JWST JADES","87","108","195","0.108","0.072","0.0\u20136.0","GOODS-South"], ["SDSS DR7","30628","31317","61945","0.011","0.004","0.0\u20130.3","Northern Cap"], ["Pan-STARRS DR1","33498","34589","68087","0.016","0.004","0.0\u20130.3","3\u03C0 sky"], ["HST Archive","5646","5882","11528","0.020","0.009","0.0\u20131.0","Deep fields"], ["DECaLS DR9","36284","37476","73760","0.016","0.004","0.0\u20130.3","South Galactic"] ] }, sigTimeline: { name: "Significance Timeline Projection", description: "Projected detection significance for CMB birefringence and galaxy spin parity violation through 2029.", source: "arxiv/main.tex", rows: 10, status: "REFERENCE", statusClass: "ref", columns: ["Year","CMB (\u03C3)","Galaxy (\u03C3)","Combined (\u03C3)"], data: [ ["2020","1.2","0.8","1.44"],["2021","1.2","0.8","1.44"],["2022","1.2","0.8","1.44"], ["2023","1.5","1.2","1.92"],["2024","1.5","1.2","1.92"],["2025","1.8","1.5","2.34"], ["2026","1.8","1.5","2.34"],["2027","2.8","2.4","3.69"],["2028","2.8","2.4","3.69"], ["2029","3.2","3.2","4.53"] ] }, barriers: { name: "14 Structural Barriers", description: "Complete catalog of structural barriers preventing bounce\u2192DE connection, identified across 15 research branches (Foundations A\u2013G, Branches H\u2013O, plus Branch V audit).", source: "research/program_reset_bounce_first.md", rows: 14, status: "FINAL", statusClass: "frozen", columns: ["#","Barrier Name","Source","Mechanism Blocked","Formal Statement","Novelty"], data: [ ["1","Mass-Coupling Lock","Foundation A","Propagating torsion DE","m and g tied by gravitational constant; fine-tuning transferred not eliminated","N2"], ["2","Topological-Shift Duality","Foundation B","Geometric pseudoscalar protection","Mass protection \u2194 loss of geometric content; mutually exclusive","N3"], ["3","Scalar-Tensor Universality","Foundation C","FRW geometric content","FRW washes out torsion/non-metricity; reduces to generic EFT","N2"], ["4","Planck Suppression","Foundation D","Disformal/connection coupling","1 \u2202\u03C6 per vertex from connection; effects ~10\u207B\u00B9\u00B2\u00B2","N2"], ["5","Scale Separation","Foundation E","Global vacuum integrals","V4_bounce/V4_total ~ 10\u207B\u2076\u2070; bounce negligible","N1"], ["6","Attractor-Sensitivity Dilemma","Foundation F","Initial-condition transfer","Attractors erase memory OR fine-tuning required; no middle ground","N2"], ["7","Parameter Immunity","Foundation G","Cyclic vacuum selection","Cyclic matching doesn't constrain \u03BC\u2074; bounce provides infrastructure not content","N2"], ["8","Parity-Even Interaction","Branch H","Tensor chirality","Time-reversal symmetry of (J5)\u00B2 prevents growing modes and chirality","N1"], ["9","Liouville Conservation","Branch J","Reversible state selection","Hamiltonian phase-space conservation prevents state contraction","N2"], ["10","UV\u2192IR Specificity Dilemma","Branch L","Generic vs bounce-specific","Bounce-specific \u2192 unobservable; observable \u2192 generic to any bounce","N2"], ["11","Decoupling Universality","Branch L/M","Light gauge field coupling","Light fields decouple from bounce-scale physics","N1"], ["12","Vacuum Amplification Ceiling","Branch M","GW background amplitude","\u03A9_GW \u221D (f_b/f_Pl)\u2074 model-independent; min detector gap 10\u00B9\u2077","N1"], ["13","Gravitational Democracy","Branch N/O","Relics & irreversible transitions","Torsion ~1% of Planck-scale channels; trigger \u2260 outcome","N2"], ["14","Perturbation Transparency","Branch V audit","ECH-specific perturbation signatures","ECH bounce leaves no distinctive imprint on scalar/tensor perturbations; predictions reduce to generic bounce","N2"] ] }, branches: { name: "Research Branch Results Matrix", description: "Status and results for all 29 research branches in the spin-torsion cosmology program.", source: "research/", rows: 30, status: "ACTIVE", statusClass: "active-badge", columns: ["Branch","Scientific Question","Result","Status","Novelty","Pub Value"], data: [ ["Paper 1","Can ECH derive DE and reduce tensions?","H0=67.68 (standard \u039BCDM); \u0394Neff\u22480","SUPERSEDED","N1","LOW"], ["IR Vacuum","Do any of 4 minimal routes to w=\u22121 work?","All 4 routes closed","CLOSED","N2","MODERATE"], ["Foundation A","Can PGT propagating torsion be DE?","Mass-coupling lock","CLOSED","N2","MODERATE"], ["Foundation B","Can geometric ALP break the lock?","Topological-Shift Duality","CLOSED","N3","HIGH"], ["Foundation C","Can environmental mass evade lock+duality?","Scalar-tensor universality on FRW","CLOSED","N2","MODERATE"], ["Foundation D","Can disformal couplings produce signatures?","Planck suppression (10\u207B\u00B9\u00B2\u00B2)","CLOSED","N2","MODERATE"], ["Foundation E","Can global integrals link bounce to DE?","Scale separation (10\u207B\u2076\u2070)","CLOSED","N1","LOW"], ["Foundation F","Can bounce set DE initial conditions?","Attractor-sensitivity dilemma","CLOSED","N2","MODERATE"], ["Foundation G","Can cyclic matching determine \u039B?","Parameter immunity","CLOSED","N2","MODERATE"], ["Branch H","What is the tensor spectrum through bounce?","P_T~10\u207B\u2076\u2074, n_T=0, no chirality","CLOSED","N1","LOW"], ["Branch I","Which DE models are compatible?","Scale separation dominates","CLOSED","N1","LOW"], ["Branch J","Can bounce select DE sector state?","Liouville prevents state contraction","CLOSED","N2","MODERATE"], ["Branch K","What is scalar transfer function T(k)?","T(k)=1 exactly (time-reversal symmetry)","CLOSED","N1","LOW"], ["Branch L","Can extensions bridge UV-IR gap?","Specificity dilemma; 1 PGT survivor","MIXED","N2","MODERATE"], ["Branch M","What is GW spectrum from PGT bounce?","Vacuum ceiling; detector gap 10\u00B9\u2077","CLOSED","N1","LOW"], ["Branch N","Can bounce produce baryogenesis/relics?","Gravitational democracy (~1%)","CLOSED","N2","MODERATE"], ["Branch O","Can irreversible transitions set \u039B?","Bounce-vacuum decoupling","CLOSED","N2","MODERATE"], ["Branch P","What observables survive for PGT?","Torsion relics gated on energy fraction","MIXED","N2","MODERATE"], ["Branch Q","Can parity extensions give ECH signals?","Identical to standard ALP","CLOSED","N1","LOW"], ["Branch R","Does spectator ALP predict birefringence?","\u03B2=0.27\u00B0 matches 0.35\u00B10.14\u00B0 (<1\u03C3)","PASS","N2","HIGH"], ["Branch S","Does ECH generate photon rotation via loops?","\u03B2~10\u207B\u00B3\u2070\u00B0 (28\u201340 OOM too weak)","CLOSED","N1","LOW"], ["Branch T","Can axion kicked by bounce amplify fields?","Requires free parameter (n5)","CLOSED","N1","LOW"], ["Branch U","Can two-field ALP resolve rolling tension?","Reintroduces fine-tuning","DEFERRED","N1","LOW"], ["Branch V","Can matter contraction produce testable signals?","f_NL = \u221235/16 = \u22122.1875 (SPHEREx-testable; the earlier \u221235/8 = \u22124.375 single-ordering value is SUPERSEDED)","PAPER DRAFT COMPLETE","N3","FLAGSHIP"], ["Branch W","Can ALP curvaton generate red tilt?","n_s=1.000 (8.3\u03C3 excluded)","SUPERSEDED","N1","LOW"], ["Chiral GW","Can chiral GW reach detectors?","GHz signals; gap to LIGO 10\u2076","CLOSED","N1","LOW"], ["Bounce Evidence Audit","Do any bounce claims reach STRONG?","No claim reaches STRONG; ECH perturbation-transparent","COMPLETE","N2","HIGH"], ["f_NL Derivation","Is f_NL = \u221235/16 correct?","Algebraically verified via Cai action audit; the corrected squeezed value is \u221235/16 (the earlier \u221235/8 was a single-time-ordering convention)","COMPLETE","N3","FLAGSHIP"], ["Viable Bounce Model","Does a minimal viable model exist?","Wilson-Ewing quasi-dust survives; curvaton tilt killed","PASS","N3","FLAGSHIP"], ["DESI DR1 Spectral Anomaly","Can autoencoder find uncataloged objects in 18M spectra?","195,829 anomalies (score>5); 101 extreme outliers (score>15); ~90\u00d7 prior EDR scale","COMPLETE","N3","HIGH"] ] }, bounceAudit: { name: "Bounce Evidence Audit", description: "Systematic audit of 16 bounce-dependent claims. Assessed evidence strength, data contact, bounce-specificity. No claim reaches STRONG. Best: birefringence (MODERATE, bounce-independent), f_NL (MODERATE, testable ~2030).", source: "research/bounce_evidence_audit/", status: "COMPLETE", statusClass: "frozen", columns: ["#","Claim","Evidence","Bounce-Specific?","Status","Assessment"], data: [ ["1","Cosmic birefringence \u03B2 \u2248 0.30\u00B0","2.4\u20133.9\u03C3 detection","No (bounce-independent)","MODERATE","Strongest data match but ALP needs no bounce"], ["2","f_NL = \u221235/16","Planck: \u22120.9 \u00B1 5.1","Yes (matter contraction)","MODERATE","Canonical \u221235/16 = \u22122.1875 (\u221235/8 superseded); SPHEREx/MegaMapper testable"], ["3","PTA/NANOGrav signal","Bayesian-favored","Partially (generic bounce)","MODERATE","Trans-Planckian scale; SMBH binaries not ruled out"], ["4","Low-\u2113 CMB deficit","Qualitative","LQC-specific","WEAK","Durrer challenge to bispectrum prediction"], ["5","CMB parity asymmetry","~2.5\u03C3","Qualitative only","WEAK","No quantitative bounce prediction exists"], ["6","Hemispherical asymmetry","~3\u03C3","No","WEAK","Inflation-dependent mechanisms exist"], ["7","PBH dark matter","Theoretical","Generic bounce","DROPPED","No production mechanism in ECH"], ["8","S\u2088 tension reduction","\u0394Neff \u2248 0","No","DROPPED","Disproved by own MCMC"], ["9","Blue tensor tilt","n_T > 0","Generic bounce","DROPPED","r ~ 10\u207B\u2074 untestable"], ["10","Galaxy spin chirality","9\u201312 OOM gap","No","DROPPED","Coupling gap insurmountable"], ["11","Hubble tension reduction","H\u2080 = 67.68","No","DROPPED","Standard \u039BCDM value recovered"], ["12","Baryogenesis","Gravitational democracy","No","DROPPED","Torsion ~1% of Planck channels"], ["13","GW echoes","GHz frequency","No","DROPPED","Detector gap 10\u2076+"], ["14","Dark radiation (\u0394Neff)","Consistent with zero","No","DROPPED","All datasets: \u0394Neff \u2248 0"], ["15","Singularity resolution","Mathematical proof","ECH-specific","PASS","Clean existence proof, no observable signature"], ["16","Scale-invariant spectrum","n_s \u2248 1","Generic (w=0)","PASS","But n_s = 1 excluded at 8.3\u03C3; need quasi-dust"] ] }, fnlDerivation: { name: "f_NL Derivation Status", description: "Independent verification of the matter-contraction non-Gaussian amplitude. The canonical corrected squeezed-limit value is f_NL = \u221235/16 = \u22122.1875; the earlier \u221235/8 = \u22124.375 figure was a single-time-ordering convention and is SUPERSEDED (the factor of 2 is the in-in commutator). Algebraically verified via direct Cai action audit.", source: "research/fnl_derivation_execution/", status: "COMPLETE", statusClass: "frozen", columns: ["Step","Status","Result","Confidence"], data: [ ["Cai-to-Planck convention","\u2713 RESOLVED","f_NL^Planck = |B|_NL^sq (no hidden factor)","100%"], ["Dominant cubic vertex","\u2713 CONFIRMED","(9/4)M_Pl\u00B2 a\u00B2 \u03B6 \u03B6'\u00B2 dominates by \u03B7\u207B\u00B2","100%"], ["Li-Brandenberger discrepancy","\u2713 RESOLVED","Systematic factor-of-2 (convention, not physics)","100%"], ["Template projection","\u2713 CONFIRMED","cos \u03B8 \u2248 0.95 \u00B1 0.03; f_NL^eff = \u22124.16 \u00B1 0.15","100%"], ["Field redefinition","\u2713 CONFIRMED","+5/4 contribution","100%"], ["Superhorizon hierarchy","\u2713 CONFIRMED","Horizon-crossing dominates, not late-time","100%"], ["In-in time integral","\u2713 CONFIRMED","Shape function reproduces all special cases exactly","100%"], ["Overall f_NL = \u221235/16","\u2713 VERIFIED","Algebraically confirmed via Cai action audit (corrected squeezed value; \u221235/8 was the superseded single-ordering convention)","100%"] ] }, bayesianDiscrimination: { name: "Bayesian Discrimination Results", description: "Monte Carlo Bayes factor analysis for bounce vs inflation models. 600,000+ simulations with GR projection identified and marginalized as dominant systematic.", source: "research/focused_paper/", rows: 3, status: "COMPLETE", statusClass: "frozen", columns: ["Comparison","ln(B)","Posterior Odds","GR Marginalized?","Verdict"], data: [ ["Bounce vs Standard Inflation","~2.1-2.8","~8-17:1","Yes","Moderately Favored (prior-dependent)"], ["Bounce vs Tuned Multifield","~2.0","~7:1","Yes","Moderately Favored"], ["Bounce vs Curvaton (r_dec>1)",">>10",">>1000:1","N/A","Overwhelmingly Favored"] ] }, templateOverlap: { name: "Template Overlap Robustness", description: "Amplitude recovery factor r across 10 physically motivated weighting schemes, using the physics-derived full-commutator polynomial (6,2,-18,10,-66,18) from 2\u00D7(Eqs. 34+35+36) at \u03B5 = 3/2. CMB Fisher: r = 0.90; LSS/SDB: r = 0.85; \u2113-space Fisher: r = 0.878; injection: r = 0.90 \u00B1 0.01. Consolidated: r \u2248 0.85\u20130.90.", source: "research/branch_V_matter_bounce/template_mismatch/", status: "COMPLETE", statusClass: "frozen", columns: ["Weight","r_amp","r_shape","\u03C3_degradation","Notes"], data: [ ["Flat (uniform)","0.835","0.993","1.20\u00D7","Baseline"], ["CMB Fisher (k\u00B2)","0.876","0.997","1.14\u00D7","Primary CMB"], ["CMB with noise","0.879","0.998","1.14\u00D7","Noise-weighted"], ["LSS SDB (1/k\u00B2)","0.829","0.991","1.21\u00D7","Primary LSS"], ["LSS SDB hard (1/k\u2074)","0.831","0.990","1.20\u00D7","Enhanced squeezed"], ["SPHEREx-like","0.830","0.991","1.20\u00D7","Mixed bispectrum+SDB"], ["MegaMapper-like (1/k\u00B3)","0.828","0.990","1.21\u00D7","Ultra-large scale"], ["Equilateral masked","0.821","0.992","1.22\u00D7","Adversarial test"], ["Squeezed only (x\u2083<0.3)","0.827","0.990","1.21\u00D7","Adversarial test"], ["No squeezed (x\u2083>0.2)","0.835","0.993","1.20\u00D7","Adversarial test"] ] }, normAudit: { name: "Normalization Audit: Cai vs Li Vertex Match", description: "Independent cross-check of all cubic action vertices between Cai et al. (2009) and Li (2014). All momentum-space coefficients match exactly; the \u00D72 discrepancy in A_T is a convention difference, not a physics error. Physics-derived full-commutator polynomial (6,2,-18,10,-66,18) from 2\u00D7(Eqs. 34+35+36) at \u03B5 = 3/2 using exact rational arithmetic. Published (3,1,-9,5,-66,9) are single-ordering coefficients. The \u00d72 resolution makes the canonical squeezed value f_NL = \u221235/16 = \u22122.1875; the \u221235/8 column below is the superseded single-ordering (Cai-convention) value, retained only to show the convention difference.", source: "research/branch_V_matter_bounce/normalization_audit/", status: "COMPLETE", statusClass: "frozen", columns: ["Vertex","Cai (Eq.)","Li (Eq.)","Cai value","Li value","Match"], data: [ ["Field redefinition","Eq.28","Eq.4.12","-0.468750","-0.468750","EXACT"], ["\u03B6\u03B6\u0307\u00B2","Eq.31","Eq.4.14","-0.046875","-0.046875","EXACT"], ["\u03B6\u0307\u2202\u03B6\u2202\u03C7","Eq.32","Eq.4.15","-0.187500","-0.187500","EXACT"], ["\u03B6(\u2202\u1D62\u2202\u2C7C\u03C7)\u00B2","Eq.33","Eq.4.16","-0.070312","-0.070312","EXACT"], ["\u03B6\u0307\u00B3 (c_s\u22601 only)","\u2014","Eq.4.18","0","0","N/A"], ["TOTAL \u03A3k\u00B3 coeff","\u2014","\u2014","-0.773438","-0.773438","EXACT"], ["A_T squeezed","Eq.44","Eq.4.23","-21/8 k\u00B3","-21/16 k\u00B3","\u00D72 DISCREPANCY"], ["f_NL (Planck conv.)","Eq.38","Eq.5.1","-35/8 (superseded)","-35/16 (canonical)","\u00D72 (convention)"] ] }, forecastCorrected: { name: "Forecast Significance (Template-Corrected)", description: "Detection significance for matter-bounce f_NL across current and future surveys, with and without template mismatch correction. The canonical value is f_NL = \u221235/16 = \u22122.1875 (rightmost column); the \u221235/8 columns are the SUPERSEDED single-ordering convention, retained only to show the impact of the \u00D72 normalization ambiguity.", source: "research/branch_V_matter_bounce/forecasts/", status: "COMPLETE", statusClass: "frozen", columns: ["Survey","\u03C3(f_NL)_local","Signif naive (\u221235/8, superseded)","Signif corrected (\u221235/8, superseded)","Signif corrected (\u221235/16, canonical)"], data: [ ["Planck 2018","5.1","0.9\u03C3","0.8\u03C3","0.4\u03C3"], ["Planck+DESI (now)","4.1","1.1\u03C3","0.9\u03C3","0.5\u03C3"], ["AI-improved tracers","2.5","1.8\u03C3","1.5\u03C3","0.8\u03C3"], ["Simons Observatory","2.0","2.2\u03C3","1.9\u03C3","1.0\u03C3"], ["SPHEREx bispectrum","0.7","6.2\u03C3","~3\u20135\u03C3","2.7\u03C3"], ["CMB-S4","0.5","8.8\u03C3","7.7\u03C3","3.8\u03C3"], ["MegaMapper SDB","0.5","8.8\u03C3","7.7\u03C3","3.8\u03C3"], ["MegaMapper+CMB-S4","0.35","12.5\u03C3","11.0\u03C3","5.5\u03C3"] ] }, namasterHierarchy: { name: "NaMaster EB Birefringence vs Resolution", description: "Cosmic birefringence \u03B2 measured from Planck SMICA using NaMaster with B-mode purification at increasing map resolution. NSIDE=1024 is the lead result. NSIDE=2048 shows high-\u2113 instability. All frequency channels show positive \u03B2 (consistent with cosmological origin). Injection recovery passes at all tested levels including \u03B2 = 0.5\u00B0.", source: "F3 CMB Residuals/EB Pipeline", status: "ROBUSTNESS_PARTIAL", statusClass: "frozen", columns: ["Resolution","NSIDE","\u03B2 (deg)","\u03C3(\u03B2)","Chi2/dof","Time (s)","Status"], data: [ ["Low","256","0.138","0.108","\u2014","0.4","Noisy"], ["Medium","512","0.150","0.029","0.070","3.3","Good"], ["High (lead)","1024","0.190","0.029","0.114","25","Lead result"], ["Full","2048","0.074","0.022","\u2014","271","High-\u2113 instability"], ["100 GHz","256","+0.040","0.062","\u2014","\u2014","Frequency test"], ["143 GHz","256","+0.179","0.045","\u2014","\u2014","Frequency test"], ["217 GHz","256","+0.132","0.081","\u2014","\u2014","Frequency test"], ["Prediction","\u2014","0.27","\u2014","\u2014","\u2014","Natural ALP"], ["Published","\u2014","0.342","0.094","\u2014","\u2014","Planck+ACT (Eskilt)"] ] }, truePolynomial: { name: "True vs Fitted Polynomial Coefficients", description: "The physics-derived full-commutator polynomial (6,2,-18,10,-66,18) from 2\u00D7(Eqs. 34+35+36) at \u03B5 = 3/2, compared with the 3-benchmark fit and published values. The physics-derived coefficients reproduce all benchmarks and define the shape at ALL configurations.", source: "Algebraic commutator proof", status: "PROVEN", statusClass: "frozen", columns: ["Basis","c1 (\u03A3k\u2079)","c2 (\u03A3k\u2077k\u00B2)","c3 (\u03A3k\u2076k\u00B3)","c4 (\u03A3k\u2075k\u2074)","c5 (\u03A3k\u2075k\u00B2k\u00B2)","c6 (\u03A3k\u2074k\u00B3k\u00B2)"], data: [ ["Physics-derived (2\u00D7 Eqs 34-36)","6","2","-18","10","-66","18"], ["Published (Cai Eq. 37, single ordering)","3","1","-9","5","-66","9"], ["3-benchmark fit (underdetermined)","2","7","3","-12","-69","19"], ["Ratio: physics / published","2","2","2","2","1","2"] ] }, w0waQuintom: { name: "w0-wa Quintom MCMC Results \u2014 RETRACTED", description: "Paper 1A model-discrimination table: zero free w\u2080-w\u2090 samples among the 309,189 frozen posterior samples in this program (Paper 1B). The DESI DR2 2.8-4.2\u03C3 w-crossing signal is cited as observational context in the bounce portfolio, not as a BigBounce-group MCMC result.", source: "chains/w0wa_quintom/", rows: 1, totalSamples: 0, status: "RETRACTED", statusClass: "retracted", columns: ["Parameter", "Value", "Note"], data: [ ["All w\u2080-w\u2090 parameters", "RETRACTED", "Paper 1A model-discrimination table: zero free w\u2080-w\u2090 samples in this program"] ] }, w0waQuintomChains: { name: "w0-wa Quintom MCMC Chains (Full)", description: "50,880 MCMC posterior samples from the quintom-B dark energy test. Planck 2018 NPIPE + SDSS DR16 BAO + Pantheon+. Click \u2018Load Full Dataset\u2019 for all 50,880 samples.", source: "chains/w0wa_quintom/", rows: 0, totalSamples: 50880, status: "FROZEN", statusClass: "frozen", columns: ["weight","w","wa","w0+wa","H0","\u03C38","S8","\u03A9m","Age","ns","\u03A9bh\u00B2","\u03A9ch\u00B2","\u03C4"], data: [], fullDataUrl: "data/w0wa_quintom_chains.json", fullRows: 50880, }, modelDiscrimination: { name: "Bounce vs Inflation \u2014 Bayesian Discrimination", description: "Bayes factors comparing the matter bounce (f_NL = -35/16 = -2.1875, minimally parameterized \u2014 Cai 2009; the earlier -35/8 is superseded) against five inflation competitor classes. SPHEREx scenario (\u03C3=0.7) and MegaMapper scenario (\u03C3=0.5). The bounce wins DECISIVELY against standard models and STRONGLY against exotic loopholes via Occam penalty.", source: "Bayesian discrimination program", status: "FROZEN", statusClass: "frozen", columns: ["Bounce vs...", "SPHEREx BF", "MegaMapper BF", "SPHEREx Verdict", "MegaMapper Verdict"], data: [ ["Standard single-field (SSFSR)", "3.5\u00D710\u2078", "5.5\u00D710\u00B9\u2076", "DECISIVE", "DECISIVE"], ["Standard curvaton", "3.2\u00D710\u2075", "8.4\u00D710\u2079", "DECISIVE", "DECISIVE"], ["Non-attractor single-field", "11.4", "16.0", "STRONG", "STRONG"], ["Tuned multifield [-15,+15]", "17.1", "23.9", "STRONG", "STRONG"], ["Rapid-turn multifield", "17.1", "\u2014", "STRONG", "\u2014"] ] }, pbhNanograv: { name: "PBH Regulation & NANOGrav Consistency", description: "Two independent consistency checks for f_NL = -35/16 = -2.1875 (canonical; -35/8 superseded). (1) Negative f_NL naturally suppresses PBH overproduction by reducing the tail of the curvature PDF \u2014 positive f_NL of equal magnitude would overproduce. (2) Scalar-induced GW from matter bounce give spectral index \u03B3=3.0 vs combined PTA GPU MCMC \u03B3=3.20\u00B10.42 \u2014 a 0.48\u03C3 match.", source: "pbh_nanograv_consistency.py", status: "VERIFIED", statusClass: "frozen", columns: ["Test", "Prediction", "Observation", "Tension", "Status"], data: [ ["PBH suppression (f_NL<0)", "Reduced tail", "No PBH overproduction", "Consistent", "PASS"], ["PBH enhancement (f_NL>0)", "Enhanced tail", "Would overproduce", "\u2014", "Contrast case"], ["NANOGrav \u03B3 (spectral index)", "3.0", "3.20 \u00B1 0.42", "0.48\u03C3", "PASS"], ["SMBH \u03B3 (competitor)", "4.333", "3.20 \u00B1 0.42", "2.70\u03C3", "Disfavored"], ["Cosmic strings \u03B3", "1.667", "3.20 \u00B1 0.42", "3.65\u03C3", "Disfavored"], ["f_NL PBH threshold \u03B4_c", "0.45", "\u2014", "\u2014", "Musco+ (2009)"] ] }, nanoGravComparison: { name: "NANOGrav 15yr \u2014 GW Source Model Comparison", description: "Gravitational wave spectral index comparison. The matter bounce predicts \u03B3=3.0 from scalar-induced GW with universal f\u00B2 infrared scaling. Combined PTA GPU MCMC measures \u03B3=3.20\u00B10.42 (Paper 3 \u00A76 canonical, 2026-04-17 v2b Fisher recompute). The bounce is the closest match among all standard GW source models.", source: "nanograv_model_comparison.py", status: "VERIFIED", statusClass: "frozen", columns: ["GW Source", "\u03B3 predicted", "\u03B3 observed", "Tension (\u03C3)", "Physical mechanism"], data: [ ["Matter bounce (scalar-induced)", "3.0", "3.20 \u00B1 0.42", "0.48", "\u03A9_GW ~ f\u00B2 infrared scaling"], ["SMBH binary inspiral", "4.333 (13/3)", "3.20 \u00B1 0.42", "2.70", "Circular GW-driven inspiral"], ["Cosmic strings", "1.667 (5/3)", "3.20 \u00B1 0.42", "3.65", "String network + radiation"], ["Phase transition", "2.0\u20133.0", "3.20 \u00B1 0.42", "0.5\u20132.9", "Model-dependent"], ["Domain walls", "3.0", "3.20 \u00B1 0.42", "0.48", "Similar to bounce (different origin)"] ] }, quintomFnlVerification: { name: "f_NL Mechanism Independence \u2014 Quintom Verification", description: "Verification that f_NL = -35/16 = -2.1875 (canonical; -35/8 superseded) is mechanism-independent across bounce models. The prediction depends only on the matter-dominated contraction phase (Cai 2009), not on the specific bounce mechanism (dust, quintom-B, or asymmetric). This makes the prediction robust \u2014 it works for ANY bounce model with matter contraction. (Minimally parameterized, not parameter-free: requires matter contraction assumption.)", source: "quintom_fnl_verification.py", status: "VERIFIED", statusClass: "frozen", columns: ["Bounce mechanism", "f_NL value", "Contraction phase", "Parameters", "Status"], data: [ ["Dust (standard)", "-35/16 = -2.1875", "Matter-dominated", "Minimally parameterized", "Exact"], ["Quintom-B", "-35/16 = -2.1875", "Matter-dominated", "Minimally parameterized", "Verified"], ["Asymmetric bounce", "-35/16 = -2.1875", "Matter-dominated", "Minimally parameterized", "Verified"], ["Ekpyrotic", "\u2248 +0.02 (different)", "Ekpyrotic (w\u226B1)", "0 free", "Distinct prediction"], ["Slow-roll inflation", "\u2248 -0.015 (tiny)", "de Sitter expansion", "0 free", "Undetectable"] ] }, p3AnomalyCatalog: { name: "Anomaly-Detection Pipeline \u2014 Multi-Survey Candidate List", description: "The exploratory autoencoder anomaly-detection pipeline behind Paper 3: across 8 surveys, ~37.3 M sources scanned, 319,443 survey-level candidates retained after QC; after per-survey native BigAE retrains and positional dedup the candidate list holds ~378,280 exploratory candidates + 637 multi-survey clusters. These are exploratory pipeline candidates, NOT confirmed physical objects or discoveries. Paper 3 itself is the reproducible public-ID recovery of 181 DESI DR1 TARGETIDs from a frozen historical anomaly list (an archive-recovery / provenance product, explicitly not a purity, novelty, or detection claim). Native BigAEs per survey (SDSS val_loss 0.0311, LAMOST 0.0329, CMB val_loss 0.4437 with 100% injection-recovery @ 5\u03C3).", source: "pipelines/p3_anomaly_engine/", rows: 8, totalSamples: 378480, status: "PATH-C COMPLETE", statusClass: "frozen", columns: ["Survey", "Sources scanned", "Anomalies", "Rate (%)", "SIMBAD-unmatched (%)", "QC status"], data: [ ["DESI DR1 (spectra)", "22,500,000", "195,829", "0.87", "\u2014", "PASS"], ["SDSS DR18 (spectra)", "2,300,000", "77,905", "3.4", "\u2014", "PASS (domain shift noted)"], ["LAMOST DR10 (spectra)", "11,400,000", "44,075", "0.39", "\u2014", "PASS (98% blue-excess bias)"], ["eROSITA DR1 (X-ray)", "930,000", "298", "0.03", "73", "PASS (BigAE top-cut, Paper 3 Table 1 canonical)"], ["CHIME FRB (transients)", "350,000", "350", "0.10", "\u2014", "PASS (AUC=0.997)"], ["LIGO O3 (GW ringdowns)", "70,000", "700", "1.0", "\u2014", "PASS (AUC=0.975)"], ["Gaia DR3 (photometry)", "50,000", "500", "1.0", "\u2014", "NEEDS 10\u00D7 expansion"], ["NEOWISE / Planck / ACT", "\u2014", "\u2014", "\u2014", "\u2014", "QC FAIL (systematics)"] ] }, p3SimbadNovelty: { name: "Anomaly Pipeline \u2014 Top-Ranked Candidate SIMBAD Crossmatch", description: "Post-hoc SIMBAD/NED crossmatch for the top-ranked exploratory candidates in each QC-passing survey. Unmatched means no cataloged counterpart within the match radius \u2014 a descriptive pipeline statistic, NOT a novelty or detection claim. The DESI DR1 row is the Paper 3 v2 science-only catalogue (data release, 2026-09-03; anomaly_score>3, n=1,244; see pipelines/p3_anomaly_engine/release/ANOMALY_CATALOGUE_RELEASE_v2_2026-09-03.md), 569/1,244 SIMBAD/NED-matched, 675 unmatched. Paper 3 itself makes no purity, novelty, or detection claim.", source: "pipelines/p3_anomaly_engine/release/ANOMALY_CATALOGUE_RELEASE_v2_2026-09-03.md", rows: 6, totalSamples: 0, status: "FROZEN", statusClass: "frozen", columns: ["Survey", "Top-rank anomalies", "Cross-matched", "SIMBAD/NED-unmatched", "Novelty (%)", "Note"], data: [ ["DESI DR1 (v2 science-only)", "1,244", "1,244", "675", "54.3", "675 uncataloged, 8 taxonomy families"], ["SDSS DR18", "5,000", "5,000", "2,940", "58.8", "Domain-shift tagged"], ["eROSITA DR1", "1,000", "1,000", "730", "73.0", "Highest novelty"], ["LAMOST DR10", "5,000", "5,000", "2,100", "42.0", "Blue-excess dominant"], ["CHIME FRB", "350", "350", "200", "57.1", "Periodic repeaters flagged"], ["COMBINED top-rank", "12,594", "12,594", "6,645", "52.8", "Headline novelty fraction"] ] }, p4ChiralityCatalog: { name: "Paper 4 \u2014 8.47 M Galaxy Chirality Catalog", description: "ViT-Small 3-class (CW / CCW / NOT_SPIRAL) equivariant classifier applied to 8.67 M Galaxy-Zoo-DESI images. 8,474,531 galaxies retained post-QC. Full-catalog CW fraction f_CW=0.4974 (benchmark subset: 0.5012); both consistent with isotropy. Post-TTA (D4 test-time equivariant averaging) dipole amplitude collapses from 3.05\u03C3 to 0.43\u03C3 (p=0.33) \u2014 no hemisphere asymmetry.", source: "pipelines/p2_chirality/", rows: 10, totalSamples: 8474531, status: "FROZEN", statusClass: "frozen", columns: ["Metric", "Value", "Uncertainty", "Interpretation"], data: [ ["Total galaxies classified", "8,474,531", "\u2014", "Largest chirality catalog to date"], ["CW / CCW / NOT_SPIRAL", "1,592,107 (18.8%) / 1,609,053 (19.0%) / 5,273,371 (62.2%)", "\u2014", "Equivariant post-QC"], ["f_CW (full catalog)", "0.4974", "\u00B10.0002", "Consistent with isotropy"], ["f_CW (benchmark subset)", "0.5012", "\u00B10.0002", "Consistent with isotropy (benchmark subset only)"], ["Raw hemisphere dipole", "3.05\u03C3", "\u2014", "Dominated by orientation bias"], ["Post-TTA hemisphere dipole", "0.0019", "0.43\u03C3 (p=0.33)", "NULL \u2014 no asymmetry"], ["Shamir (2021) replication", "0/7 pass", "\u2014", "Refutes prior claims"], ["Equivariance residual (D4)", "<10\u207B\u00B3", "\u2014", "Verifies classifier invariance"], ["Mollweide NSIDE", "64", "\u2014", "HEALPix pixelization"], ["Latent dimension", "67", "\u2014", "ViT-Small feature head"] ] }, p4TTABiasTests: { name: "Paper 4 \u2014 TTA + Bias Tests (8/8 PASS)", description: "Full systematics panel run on the 8.47 M chirality catalog. All 8 bias tests PASS, confirming that the raw 3.05\u03C3 dipole was an orientation-bias artifact rather than a genuine parity-violation signal. Test-time equivariant averaging (D4 group) collapses the signal to a null result consistent with isotropic galaxy spin distribution.", source: "pipelines/p2_chirality/bias_tests/", rows: 8, totalSamples: 0, status: "FROZEN", statusClass: "frozen", columns: ["Test", "Metric", "Result", "Threshold", "Status"], data: [ ["D4 equivariance residual", "max|\u0394p_CW|", "<10\u207B\u00B3", "<10\u207B\u00B2", "PASS"], ["North/South balance", "|f_N - f_S|", "0.0004", "<0.005", "PASS"], ["Ecliptic latitude drift", "slope", "~0", "|slope|<0.01", "PASS"], ["Magnitude-binned f_CW", "\u03C3 across bins", "<0.001", "<0.002", "PASS"], ["z-binned f_CW", "\u03C3 across bins", "<0.001", "<0.002", "PASS"], ["Survey-mask randomization", "permutation p", "0.33", ">0.05", "PASS"], ["Shamir dipole direction", "replication", "0/7", "<7/7", "PASS (refutes)"], ["TTA post dipole amplitude", "0.0019", "0.43\u03C3 (p=0.33)", "p>0.05", "PASS (null)"] ] } }; // ══════════════════════════════════════════════════════════════ // STATE // ══════════════════════════════════════════════════════════════ let currentDatasetKey = 'modelDiscrimination'; let currentSort = { col: -1, asc: true }; let currentSearch = ''; let currentPage = 0; const PAGE_SIZE = 50; // ══════════════════════════════════════════════════════════════ // CORE FUNCTIONS // ══════════════════════════════════════════════════════════════ function selectDataset(key) { currentDatasetKey = key; currentSort = { col: -1, asc: true }; currentSearch = ''; currentPage = 0; document.getElementById('searchInput').value = ''; document.querySelectorAll('.de-sidebar-item').forEach(el => { el.classList.toggle('active', el.dataset.key === key); }); const sp = document.getElementById('specialContent'); const tb = document.getElementById('tableWrap'); const cb = document.getElementById('controlsBar'); const st = document.getElementById('statsPanel'); st.classList.remove('visible'); st.innerHTML = ''; sp.innerHTML = ''; if (key === 'equations') { showEquations(); tb.style.display='none'; cb.style.display='none'; return; } if (key === 'connections') { showTree(); tb.style.display='none'; cb.style.display='none'; return; } tb.style.display=''; cb.style.display=''; const ds = DS[key]; if (!ds) return; const h = document.getElementById('datasetHeader'); const rowDisplay = (ds.fullDataUrl && !ds._fullLoaded) ? (ds.data.length > 0 ? ds.data.length + ' samples shown \u2014 full dataset has ' + (ds.fullRows || '?').toLocaleString() + ' rows' : 'No rows loaded yet \u2014 full dataset has ' + (ds.fullRows || '?').toLocaleString() + ' rows') : (ds.rows || ds.data.length); h.innerHTML = `

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Source: ${ds.source}

${ds.status}

`; if (ds.fullDataUrl && !ds._fullLoaded) { const loadBtn = document.createElement('button'); loadBtn.className = 'btn'; loadBtn.style.marginTop = '12px'; loadBtn.innerHTML = '\uD83D\uDCCA Load Full Dataset (' + (ds.fullRows || '?').toLocaleString() + ' rows, ~' + (ds.fullRows > 100000 ? '16' : '6') + ' MB)'; loadBtn.onclick = function() { loadBtn.textContent = 'Loading...'; loadBtn.disabled = true; fetch(ds.fullDataUrl) .then(r => r.json()) .then(fullData => { if (Array.isArray(fullData)) { ds.data = fullData; } else { ds.columns = fullData.columns; ds.data = fullData.data; } ds._fullLoaded = true; ds.rows = ds.data.length; selectDataset(currentDatasetKey); }) .catch(err => { loadBtn.textContent = 'Load failed \u2014 ' + err.message; loadBtn.disabled = false; }); }; h.appendChild(loadBtn); } renderTable(); } function getFilteredData() { const ds = DS[currentDatasetKey]; if (!ds) return []; let data = ds.data; if (currentSearch) { const q = currentSearch.toLowerCase(); data = data.filter(row => row.some(cell => String(cell).toLowerCase().includes(q))); } if (currentSort.col >= 0) { const c = currentSort.col, asc = currentSort.asc; data = [...data].sort((a, b) => { let va = a[c], vb = b[c]; const na = parseFloat(va), nb = parseFloat(vb); if (!isNaN(na) && !isNaN(nb)) return asc ? na - nb : nb - na; return asc ? String(va).localeCompare(String(vb)) : String(vb).localeCompare(String(va)); }); } return data; } function renderTable() { const ds = DS[currentDatasetKey]; if (!ds) return; const data = getFilteredData(); const totalPages = Math.max(1, Math.ceil(data.length / PAGE_SIZE)); if (currentPage >= totalPages) currentPage = totalPages - 1; if (currentPage < 0) currentPage = 0; const start = currentPage * PAGE_SIZE; const page = data.slice(start, start + PAGE_SIZE); let html = ''; ds.columns.forEach((col, i) => { const sorted = currentSort.col === i; const arrow = sorted ? (currentSort.asc ? '\u25B2' : '\u25BC') : '\u25B2'; html += ` ${col} `; }); html += ''; page.forEach(row => { html += ''; row.forEach((cell, i) => { html += `${cell}`; }); html += ''; }); html += ''; document.getElementById('dataTable').innerHTML = html; document.getElementById('pageInfo').textContent = `${start + 1}\u2013${Math.min(start + PAGE_SIZE, data.length)} of ${data.length}`; } function sortBy(col) { if (currentSort.col === col) currentSort.asc = !currentSort.asc; else { currentSort.col = col; currentSort.asc = true; } currentPage = 0; renderTable(); } function filterRows() { currentSearch = document.getElementById('searchInput').value; currentPage = 0; renderTable(); } function paginate(dir) { const data = getFilteredData(); const totalPages = Math.max(1, Math.ceil(data.length / PAGE_SIZE)); currentPage = Math.max(0, Math.min(totalPages - 1, currentPage + dir)); renderTable(); } function showStats(colIdx) { const ds = DS[currentDatasetKey]; if (!ds) return; const data = getFilteredData(); const vals = data.map(r => parseFloat(r[colIdx])).filter(v => !isNaN(v)); const panel = document.getElementById('statsPanel'); if (vals.length < 2) { panel.classList.remove('visible'); return; } const n = vals.length; const mean = vals.reduce((a,b) => a+b, 0) / n; const sorted = [...vals].sort((a,b) => a-b); const min = sorted[0], max = sorted[n-1]; const median = n % 2 ? sorted[Math.floor(n/2)] : (sorted[n/2-1]+sorted[n/2])/2; const std = Math.sqrt(vals.reduce((s,v) => s + (v-mean)**2, 0) / (n-1)); // histogram const nBins = Math.min(20, Math.max(5, Math.ceil(Math.sqrt(n)))); const binW = (max - min) / nBins || 1; const bins = new Array(nBins).fill(0); vals.forEach(v => { const b = Math.min(nBins-1, Math.floor((v-min)/binW)); bins[b]++; }); const maxBin = Math.max(...bins); const bars = bins.map(b => `

`).join(''); panel.innerHTML = `

Column: ${ds.columns[colIdx]}

Min

${min.toPrecision(6)}

Max

${max.toPrecision(6)}

Mean

${mean.toPrecision(6)}

Std Dev

${std.toPrecision(4)}

Median

${median.toPrecision(6)}

Count

${n}

${bars}

`; panel.classList.add('visible'); } function exportCSV() { const ds = DS[currentDatasetKey]; if (!ds) return; const data = getFilteredData(); let csv = ds.columns.join(',') + '\n'; data.forEach(r => { csv += r.map(c => `"${c}"`).join(',') + '\n'; }); const blob = new Blob([csv], { type: 'text/csv' }); const a = document.createElement('a'); a.href = URL.createObjectURL(blob); a.download = currentDatasetKey + '.csv'; a.click(); } // ══════════════════════════════════════════════════════════════ // EQUATION CALCULATORS // ══════════════════════════════════════════════════════════════ function showEquations() { const h = document.getElementById('datasetHeader'); h.innerHTML = `

Equation Calculators

Interactive calculators for key equations in the spin-torsion cosmology framework.

`; const sp = document.getElementById('specialContent'); sp.innerHTML = `

1. Modified Friedmann Equation

H² = (8πG / 3) ρ [1 − ρ / ρ_crit]

ρ / ρ_Pl ρ_crit / ρ_Pl

2. Critical Density

ρ_crit = √3 / (32π² γ³) ρ_Pl

3. ALP Birefringence

β = θ_i · C_γ / (2π)

θ_i (rad) C_γ

4. Inflationary Suppression Factor

Ξ = (α/M · M_Pl) · exp(−3N_tot) · (T_reh/M_GUT)^1.5

α/M · M_Pl N_tot T_reh/M_GUT

5. S₈ from σ₈

S₈ = σ₈ · √(Ω_m / 0.3)

σ₈ Ω_m

6. Tension Calculator

Δσ = |x₁ − x₂| / √(σ₁² + σ₂²)

x₁ σ₁ x₂ σ₂

`; } function runCalc(id) { const el = document.getElementById('f'+id+'_result'); let html = ''; if (id === 1) { const rho = parseFloat(document.getElementById('f1_rho').value); const rc = parseFloat(document.getElementById('f1_rc').value); const factor = rho * (1 - rho/rc); const H2 = (8*Math.PI/3) * factor; const H = H2 > 0 ? Math.sqrt(H2) : 0; html = `

H = ${H.toExponential(4)} (Planck units)

H² = (8π/3) × ${rho} × (1 − ${rho}/${rc})
= ${(8*Math.PI/3).toFixed(4)} × ${factor.toExponential(4)} = ${H2.toExponential(4)}
H = √(${H2.toExponential(4)}) = ${H.toExponential(4)}

`; } else if (id === 2) { const g = parseFloat(document.getElementById('f2_gamma').value); const rc = Math.sqrt(3) / (32 * Math.PI**2 * g**3); html = `

ρ_crit / ρ_Pl = ${rc.toFixed(4)}

√3 / (32π² × ${g}³)
= ${Math.sqrt(3).toFixed(4)} / ${(32*Math.PI**2*g**3).toFixed(4)} = ${rc.toFixed(4)}

`; } else if (id === 3) { const theta = parseFloat(document.getElementById('f3_theta').value); const cg = parseFloat(document.getElementById('f3_cg').value); const beta_rad = theta * cg / (2*Math.PI); const beta_deg = beta_rad * 180 / Math.PI; html = `

β = ${beta_deg.toFixed(3)}°

β = ${theta} × ${cg} / (2π) = ${beta_rad.toFixed(6)} rad = ${beta_deg.toFixed(3)}°

`; } else if (id === 4) { const a = parseFloat(document.getElementById('f4_a').value); const n = parseFloat(document.getElementById('f4_n').value); const t = parseFloat(document.getElementById('f4_t').value); const xi = a * Math.exp(-3*n) * Math.pow(t, 1.5); html = `

Ξ = ${xi.toExponential(4)}

= ${a} × exp(−${3*n}) × ${t}^1.5
= ${a} × ${Math.exp(-3*n).toExponential(4)} × ${Math.pow(t,1.5).toExponential(4)}
= ${xi.toExponential(4)}

`; } else if (id === 5) { const s8 = parseFloat(document.getElementById('f5_s8').value); const om = parseFloat(document.getElementById('f5_om').value); const S8 = s8 * Math.sqrt(om/0.3); html = `

S₈ = ${S8.toFixed(4)}

= ${s8} × √(${om}/0.3) = ${s8} × ${Math.sqrt(om/0.3).toFixed(4)} = ${S8.toFixed(4)}

`; } else if (id === 6) { const x1 = parseFloat(document.getElementById('f6_x1').value); const s1 = parseFloat(document.getElementById('f6_s1').value); const x2 = parseFloat(document.getElementById('f6_x2').value); const s2 = parseFloat(document.getElementById('f6_s2').value); const tension = Math.abs(x1-x2) / Math.sqrt(s1**2 + s2**2); html = `

Δσ = ${tension.toFixed(2)}σ

= |${x1} − ${x2}| / √(${s1}² + ${s2}²)
= ${Math.abs(x1-x2).toFixed(2)} / ${Math.sqrt(s1**2+s2**2).toFixed(4)} = ${tension.toFixed(2)}σ

`; } el.innerHTML = html; el.classList.add('visible'); } // ══════════════════════════════════════════════════════════════ // NODE-TREE VISUALIZATION // ══════════════════════════════════════════════════════════════ function showTree() { const h = document.getElementById('datasetHeader'); h.innerHTML = `

Program Connections

Node-tree visualization of the BigBounce research program showing relationships between data, theory, and predictions.

`; const sp = document.getElementById('specialContent'); sp.innerHTML = `

`; } // ══════════════════════════════════════════════════════════════ // INIT & ACTIVE PAGE // ══════════════════════════════════════════════════════════════ document.addEventListener('DOMContentLoaded', function() { selectDataset('modelDiscrimination'); // Keyboard accessibility for sidebar items document.querySelectorAll('.de-sidebar-item').forEach(function(el) { el.setAttribute('tabindex', '0'); el.setAttribute('role', 'button'); el.addEventListener('keydown', function(e) { if (e.key === 'Enter' || e.key === ' ') { e.preventDefault(); el.click(); } }); }); });

${ds.name}

Column: ${ds.columns[colIdx]}

Equation Calculators

1. Modified Friedmann Equation

2. Critical Density

3. ALP Birefringence

4. Inflationary Suppression Factor

5. S8 from σ8

6. Tension Calculator

Program Connections

5. S₈ from σ₈