{"id":"W1827472798","doi":"10.1111/j.1365-2966.2010.17829.x","title":"Automated morphological classification of Sloan Digital Sky Survey red sequence galaxies","year":2011,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Herzberg Institute of Astrophysics","funders":"","keywords":"Physics; Bulge; Astrophysics; Galaxy; Sky; Hubble sequence; Spiral 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":[0.0008260753,0.0004200914,0.0002823666,0.005875975,0.0003310305,0.0008893391,0.0003977785,0.0002368587,0.002725371],"category_scores_gemma":[0.001642581,0.0001795999,0.0004505786,0.001969671,0.0001869925,0.0002931604,0.0005648607,0.0002051637,0.002404678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644454,"about_ca_system_score_gemma":0.0004520523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890679,"about_ca_topic_score_gemma":0.02628186,"domain_scores_codex":[0.999471,0.00008947637,0.00005496657,0.00009795347,0.0001914472,0.00009514542],"domain_scores_gemma":[0.9983947,0.000146171,0.000320666,0.0003466601,0.0006919543,0.00009990555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003930077,0.0001643046,0.6307759,0.0002254304,0.0001043272,0.0002708697,0.000622836,0.009310382,0.02852857,0.001996594,0.05459707,0.2730107],"study_design_scores_gemma":[0.00002695699,0.00004153929,0.9439007,0.00003037958,0.00001625826,0.0001038605,0.0002358333,0.02821707,0.006840877,0.0006776157,0.01987885,0.00002998295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044459,0.0003590019,0.02619919,0.000215857,0.00006423188,0.0003698587,0.04477302,0.008767443,0.01480547],"genre_scores_gemma":[0.8233309,0.0002267878,0.07983426,0.000145973,0.00004527298,0.0003019069,0.08670596,0.0005678442,0.008841182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890679,"threshold_uncertainty_score":0.03759342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788125388331329,"score_gpt":0.221678689564876,"score_spread":0.1937974356815627,"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."}}