{"id":"W6893355952","doi":"10.5281/zenodo.15978761","title":"Beyond ΛCDM and MOND: A Harmonic Framework for Galaxy Rotation and Large-Scale Structure Without Dark Matter","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Dark matter; Galaxy rotation curve; Halo; Dark matter halo; Galaxy; Rotation (mathematics); Galactic halo; Coherence (philosophical gambling strategy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002421846,0.0005262694,0.0005812767,0.001309601,0.0003816087,0.001857049,0.0008062557,0.0003049678,0.001009598],"category_scores_gemma":[0.0077167,0.0001686608,0.0005599243,0.0008145851,0.001006885,0.001606043,0.000879088,0.0005328366,0.0002175805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006143024,"about_ca_system_score_gemma":0.0006456099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005814287,"about_ca_topic_score_gemma":0.003401591,"domain_scores_codex":[0.9996501,0.0001644539,0.00001222831,0.00008121812,0.00005939744,0.00003264354],"domain_scores_gemma":[0.9971617,0.0015307,0.0004065539,0.0006302382,0.0001441436,0.0001266311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004905027,0.00008335974,0.1651718,0.00032739,0.0004893361,0.0002114876,0.0006578288,0.304123,0.002436053,0.3555292,0.002980336,0.1674996],"study_design_scores_gemma":[0.00002147187,0.00008714565,0.02296326,0.00005107447,0.00004295811,0.000146532,0.0001799883,0.7678428,0.0007684819,0.2028257,0.005024532,0.00004606394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5326992,0.004758564,0.4443903,0.001263555,0.0001024688,0.00007039895,0.00134554,0.0009927403,0.01437717],"genre_scores_gemma":[0.9777433,0.000523404,0.02040532,0.00007893651,0.00005919931,0.00001904781,0.00047725,0.00006159412,0.0006319738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005814287,"threshold_uncertainty_score":0.01280808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066991563927237,"score_gpt":0.2336877460380804,"score_spread":0.223017830398808,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}