{"id":"W1993185775","doi":"10.1086/318759","title":"The Tully-Fisher Relation as a Measure of Luminosity Evolution: A Low-Redshift Baseline for Evolving Galaxies","year":2001,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Galaxy; Spiral galaxy; Sigma; Galaxy rotation curve; Luminosity; Outlier; Tully–Fisher relation; Star formation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524233,0.0001963054,0.0002265738,0.00005881631,0.001072361,0.0001555818,0.0004392275,0.00004853963,0.0003547899],"category_scores_gemma":[0.0001081727,0.0001285999,0.0002761557,0.0001433934,0.0002048469,0.0005096596,0.00006908549,0.0003912592,0.00004541803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273206,"about_ca_system_score_gemma":0.0002594038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007028448,"about_ca_topic_score_gemma":0.00001115982,"domain_scores_codex":[0.9982316,0.0002139867,0.0006717333,0.000158957,0.0003042654,0.0004194142],"domain_scores_gemma":[0.9983031,0.0003351287,0.0005297732,0.0003252733,0.0003810589,0.0001257121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001758624,0.00007411712,0.9901939,0.000003647612,0.0001190003,4.211349e-9,0.000385427,0.0006866331,0.0001573337,0.006342829,0.001435633,0.0004256075],"study_design_scores_gemma":[0.000842387,0.0000794205,0.9790679,0.0000377346,0.00007063298,0.0000112116,0.000775367,0.008695117,0.00007635035,0.009763086,0.0004508159,0.0001300259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689989,0.0001674451,0.02856665,0.001356505,0.0002934934,0.000329125,0.00001090652,0.00001819908,0.0002587824],"genre_scores_gemma":[0.9975417,0.000003921101,0.0008262525,0.000001831269,0.001232173,0.00002914074,0.00001531822,0.0000211636,0.0003285073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285428,"threshold_uncertainty_score":0.824784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008867007278060337,"score_gpt":0.2148280303918819,"score_spread":0.2059610231138216,"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."}}