{"id":"W3103157161","doi":"","title":"TEN BILLION YEARS OF GALAXY EVOLUTION","year":2002,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory; Herzberg Institute of Astrophysics","funders":"","keywords":"Physics; Astrophysics; Galaxy; Hubble sequence; Star formation; Irregular galaxy; Astronomy; Galaxy formation and evolution; Billion years; Lenticular galaxy; Elliptical galaxy; Peculiar galaxy","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":[0.0005977608,0.00037801,0.0004299642,0.001148966,0.0005792398,0.0012835,0.0005125453,0.0006383184,0.01279972],"category_scores_gemma":[0.002321359,0.0002351358,0.0005079182,0.002271434,0.0004564632,0.001571501,0.001881753,0.0008203478,0.006633474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045676,"about_ca_system_score_gemma":0.0004506005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008977645,"about_ca_topic_score_gemma":0.00840629,"domain_scores_codex":[0.9995356,0.00008653806,0.00004227334,0.0001615352,0.0001166807,0.00005748027],"domain_scores_gemma":[0.9993549,0.00008801393,0.0001222503,0.0001389633,0.0001640648,0.0001317916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002781722,0.0001333298,0.2514575,0.001168954,0.0007448975,0.0007140419,0.003344119,0.002759378,0.002824215,0.03950789,0.1070106,0.5900569],"study_design_scores_gemma":[0.00001287538,0.0001388642,0.3294843,0.0004204996,0.0001043944,0.0005915621,0.001044317,0.000888637,0.0003053755,0.007777905,0.6591877,0.00004358668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5489971,0.1149938,0.01880742,0.01833455,0.003845803,0.0004223051,0.06278258,0.001522757,0.2302937],"genre_scores_gemma":[0.8072244,0.03774194,0.007744174,0.00691905,0.001216829,0.0003126687,0.04372274,0.0002144993,0.09490364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279972,"threshold_uncertainty_score":0.04281932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914581107691531,"score_gpt":0.1946220627190987,"score_spread":0.1854762516421834,"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."}}