{"id":"W4298377342","doi":"10.1051/0004-6361/200811042","title":"CARS: the CFHTLS-Archive-Research Survey","year":2009,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung; Smithsonian Astrophysical Observatory; Deutsche Forschungsgemeinschaft","keywords":"Halo; Redshift; Astrophysics; Physics; Galaxy; Luminosity; Redshift survey; Galaxy formation and evolution; Telescope; Luminosity function; Correlation function (quantum field theory); Astronomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005541135,0.0002368307,0.0002167266,0.00007296445,0.0007807132,0.0001978075,0.0003658297,0.00002725659,0.0001095607],"category_scores_gemma":[0.000007493384,0.0001884783,0.00008975498,0.000323092,0.0002636065,0.0004088392,0.0001135966,0.0004585283,0.0001262899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003588959,"about_ca_system_score_gemma":0.0001093061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000535071,"about_ca_topic_score_gemma":0.00001444409,"domain_scores_codex":[0.9981759,0.0002912137,0.0002827166,0.0003191329,0.0003087034,0.0006222961],"domain_scores_gemma":[0.9989485,0.0001763172,0.0001110276,0.0004454064,0.0001698141,0.0001490005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002034467,0.000138589,0.910324,0.000002340347,0.00005656277,1.27635e-8,0.0007574727,0.0001054532,0.0001300847,0.03671113,0.00163142,0.05012256],"study_design_scores_gemma":[0.0003452103,0.0001421978,0.9807349,0.000008965979,0.00001267516,4.962688e-7,0.0007423443,0.0002315232,0.0001146224,0.01056805,0.006943323,0.000155707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670822,0.00003856401,0.03097179,0.0002801539,0.00008536894,0.0002928412,0.0001052245,0.00003177914,0.001112056],"genre_scores_gemma":[0.9955273,0.000002388667,0.003417309,0.000005610716,0.0005873562,0.00002523677,0.0002342293,0.00001711093,0.0001834663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07041086,"threshold_uncertainty_score":0.7685922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914089894005466,"score_gpt":0.254602762526189,"score_spread":0.2354618635861344,"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."}}