{"id":"W2093905654","doi":"10.1088/2041-8205/714/2/l260","title":"ON THE FRACTION OF BARRED SPIRAL GALAXIES","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Physics; Astrophysics; Barred spiral galaxy; Stellar mass; Spiral galaxy; Bimodality; Lenticular galaxy; Bar (unit); Galaxy; Astronomy; Redshift; Elliptical galaxy; Star formation; Disc 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":[0.0005703801,0.0002189641,0.0002398599,0.003127424,0.0002207957,0.0009216492,0.000429796,0.000495922,0.003798687],"category_scores_gemma":[0.005116292,0.0001389038,0.0001895952,0.001371012,0.0006760429,0.0009646832,0.0009334085,0.00028876,0.0008818595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595843,"about_ca_system_score_gemma":0.00006844832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247533,"about_ca_topic_score_gemma":0.001386019,"domain_scores_codex":[0.9995332,0.00007082959,0.00003182982,0.0001924922,0.00008318946,0.00008849613],"domain_scores_gemma":[0.9918845,0.00384477,0.002598499,0.0005945343,0.0005031716,0.0005746753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118513,0.00001072089,0.9909959,0.00001332978,0.00003729121,0.00004329302,0.0002046947,0.0003754199,0.003112952,0.000355071,0.00006451522,0.004674954],"study_design_scores_gemma":[0.000001776665,0.00003890529,0.9977811,0.000004468631,0.00001124939,0.0002287396,0.0001103979,0.0006804038,0.0006695932,0.0001733821,0.0002943566,0.000005563832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983616,0.0001707426,0.0002502989,0.00001478041,0.000001074278,0.000001787077,0.000432421,0.00001017794,0.0007571948],"genre_scores_gemma":[0.9993957,0.00003598593,0.00008802005,0.000005519378,0.0000040533,0.00000116195,0.0003339293,0.000002451249,0.0001330572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798687,"threshold_uncertainty_score":0.01270789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005912348123627672,"score_gpt":0.2009319380783361,"score_spread":0.1950195899547084,"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."}}