{"id":"W2056425191","doi":"10.1088/2041-8205/739/2/l47","title":"GALAXY DISKS ARE SUBMAXIMAL","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Galaxy; Spiral galaxy; Luminosity; Galaxy rotation curve; Velocity dispersion; Stars; Tully–Fisher relation; Baryon; Stellar mass; Rotation (mathematics)","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":[0.0001567176,0.0002189671,0.0002117356,0.00005156361,0.0004649405,0.0001084719,0.0004147603,0.00001876224,0.0005670906],"category_scores_gemma":[0.000004502431,0.0001476427,0.0002405018,0.0001560007,0.0002014341,0.0004431235,0.00008031096,0.0005589346,0.0004090855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006194664,"about_ca_system_score_gemma":0.00002930229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006160366,"about_ca_topic_score_gemma":6.491518e-7,"domain_scores_codex":[0.9985887,0.0001198781,0.0003231997,0.0001568927,0.0003379371,0.0004733463],"domain_scores_gemma":[0.9990775,0.0000329436,0.0003241906,0.0003131643,0.00007694471,0.0001752525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007109225,0.0001686261,0.9645292,0.000003636667,0.0001703626,5.737201e-7,0.00210571,0.0000738376,0.01596113,0.01167626,0.004788564,0.0004510701],"study_design_scores_gemma":[0.0003572883,0.00005381106,0.9953344,0.00001393287,0.00004356065,0.00001737953,0.0004159296,0.0001266798,0.0005352277,0.002810064,0.0001216665,0.0001700989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883414,0.000006449506,0.009418573,0.001513742,0.0002755599,0.00009946399,0.000009075259,0.00002986029,0.0003058747],"genre_scores_gemma":[0.9970019,8.388355e-7,0.001318255,0.00005503688,0.001505049,0.00001049111,0.000005730696,0.00002709303,0.00007553531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03080523,"threshold_uncertainty_score":0.6209245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290977636116938,"score_gpt":0.198418662789957,"score_spread":0.1855088864287876,"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."}}