{"id":"W2137757950","doi":"10.1051/0004-6361:200810426","title":"CARS: the CFHTLS-Archive-Research Survey","year":2008,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Institut national des sciences de l'Univers; Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Smithsonian Astrophysical Observatory; Norges Forskningsråd; Centre National de la Recherche Scientifique; University of British Columbia; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Rheinische Friedrich-Wilhelms-Universität Bonn; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Physics; Galaxy; Astrophysics; Context (archaeology); Gravitational lens; Weak gravitational lensing; Redshift; Astronomy; Photometric redshift; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004501069,0.0002377468,0.0002250497,0.00007375495,0.001274425,0.0000950309,0.0003604018,0.0000273222,0.0001466632],"category_scores_gemma":[0.000008206248,0.0001903936,0.00009430076,0.0003276702,0.0005850451,0.0004017379,0.0002101264,0.0004709804,0.0001905515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003651754,"about_ca_system_score_gemma":0.0001663833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333029,"about_ca_topic_score_gemma":0.00002258091,"domain_scores_codex":[0.9981067,0.0003223195,0.0002886729,0.0003246108,0.0003398538,0.0006178493],"domain_scores_gemma":[0.9988464,0.0002395577,0.000113199,0.0004537695,0.0001931862,0.0001539496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001310454,0.00008562206,0.9828873,0.000002606111,0.00006229097,2.342803e-8,0.0009827226,0.00007532966,0.00004920861,0.008606083,0.001696763,0.005538982],"study_design_scores_gemma":[0.000370795,0.00007791507,0.9867043,0.000006821961,0.00001019693,0.000001977189,0.0007945045,0.0002026298,0.0001118233,0.002115407,0.009445715,0.0001578897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725078,0.00003885253,0.02599834,0.00009747893,0.0001041585,0.0002772976,0.0001332928,0.0000297652,0.0008130122],"genre_scores_gemma":[0.9953867,0.000005446142,0.003373245,0.000002504732,0.00058981,0.0000554358,0.000246923,0.00002691625,0.000313048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287887,"threshold_uncertainty_score":0.9801974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707539223717819,"score_gpt":0.2484997982719586,"score_spread":0.2214244060347804,"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."}}