{"id":"W3105706609","doi":"10.1051/0004-6361/201731981/pdf","title":"Evolution of the cluster optical galaxy luminosity function in the CFHTLS: breaking the degeneracy between mass and redshift","year":2018,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National d’Etudes Spatiales","keywords":"Physics; Astrophysics; Redshift; Galaxy; Galaxy cluster; Luminosity function; Cluster (spacecraft); Cosmology; Luminosity; Astronomy; Population; Redshift survey; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501801,0.000166645,0.0002104358,0.0001737686,0.0003461243,0.00002547387,0.0005839656,0.0001455202,0.00001089334],"category_scores_gemma":[0.00005235374,0.0001002072,0.00008192204,0.0005973548,0.001156598,0.0003058767,0.0002644464,0.0004180505,0.000008200659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007580474,"about_ca_system_score_gemma":0.00008429326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341255,"about_ca_topic_score_gemma":0.00009943688,"domain_scores_codex":[0.998783,0.00005393654,0.0004561548,0.0002282823,0.0002222746,0.0002563501],"domain_scores_gemma":[0.998843,0.00003891219,0.0003039798,0.0006590419,0.0001334184,0.00002169564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001029761,0.00002576504,0.9071179,0.00001441446,0.00003580798,5.297778e-9,0.0002675803,0.00002338065,0.0007923399,0.09045734,0.00003091426,0.001224232],"study_design_scores_gemma":[0.0003504061,0.00005893799,0.9767517,0.00005770756,0.00006720415,0.000001433285,0.0002519901,0.0003560019,0.00362587,0.01723055,0.001145179,0.0001029511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902849,0.00006095991,0.00569741,0.00237438,0.0003472038,0.0004103872,0.000007490064,0.00003891296,0.0007783503],"genre_scores_gemma":[0.9978392,0.00000275221,0.001677827,0.000006900091,0.0004187624,0.00002243871,0.000004653281,0.00001028003,0.00001716229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07322679,"threshold_uncertainty_score":0.4261533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009619227979626766,"score_gpt":0.2165469105995711,"score_spread":0.2069276826199443,"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."}}