{"id":"W3125794228","doi":"","title":"On the Origin of the Galaxy Star-Formation-Rate Sequence: Evolution and Scatter","year":2016,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Astrophysics; Star formation; Galaxy; Stellar mass; Accretion (finance); Redshift; Outflow; Galaxy formation and evolution; Astronomy","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":[0.0002664106,0.0001014465,0.00007798363,0.00003242187,0.0002045875,0.00002559624,0.0001566888,0.00001897383,0.0009104314],"category_scores_gemma":[0.00001145729,0.00004233865,0.00004367201,0.000128023,0.0001403924,0.0004114741,0.00004158065,0.00005808775,0.0001175915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007609626,"about_ca_system_score_gemma":0.00005364535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269912,"about_ca_topic_score_gemma":0.00001162232,"domain_scores_codex":[0.9992911,0.00007794979,0.0002197564,0.00009926488,0.0001595269,0.0001524288],"domain_scores_gemma":[0.9993244,0.0001046614,0.0001497255,0.0002929883,0.00009979204,0.00002842227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004680278,0.00001137165,0.6574639,0.000004517425,0.00001256943,3.355968e-10,0.0002757974,0.000004063436,0.001282283,0.3383867,0.002478261,0.00007590815],"study_design_scores_gemma":[0.0002198736,0.00001736767,0.9406444,0.00002846209,0.000007701565,3.388443e-7,0.0002432815,0.0004890443,0.002064675,0.05594491,0.0002669063,0.00007298347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927301,0.000004505732,0.001853475,0.002668543,0.0000905823,0.0002178209,0.00002597718,0.00001548654,0.002393492],"genre_scores_gemma":[0.9983762,0.00000150427,0.00004893636,0.00002066965,0.00005947552,0.00002222086,0.000004171909,0.000006271922,0.001460588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831806,"threshold_uncertainty_score":0.9968585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334371519232758,"score_gpt":0.2188467329121819,"score_spread":0.2055030177198543,"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."}}