{"id":"W4302986800","doi":"10.1051/0004-6361/200912655","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":86,"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; Centre National de la Recherche Scientifique; Bundesministerium für Bildung und Forschung; Smithsonian Astrophysical Observatory; Deutsche Forschungsgemeinschaft","keywords":"Physics; Astrophysics; Galaxy; Redshift; Gravitational lens; Weak gravitational lensing; Cosmology; Photometric redshift; Astronomy; COSMIC cancer database; Magnification; Luminosity; Context (archaeology); Observational cosmology; Telescope; Luminosity function; Correlation function (quantum field theory); Universe; Amplitude; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384739,0.001232107,0.001116737,0.007321098,0.0009062625,0.002434151,0.00286773,0.001254066,0.129429],"category_scores_gemma":[0.005279578,0.0004333761,0.000513809,0.009449974,0.0002651178,0.001343741,0.001855228,0.001284889,0.1019851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601021,"about_ca_system_score_gemma":0.003762437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1342887,"about_ca_topic_score_gemma":0.08595609,"domain_scores_codex":[0.9983171,0.0001787684,0.0001229465,0.0004705549,0.0005768981,0.000333672],"domain_scores_gemma":[0.9962994,0.0003143571,0.000623274,0.0007303537,0.001591804,0.0004407162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00011424,0.00002064326,0.003543457,0.0002277874,0.00003278167,0.00003717468,0.00003493757,0.0001195266,0.0001801141,0.002230351,0.9819945,0.01146452],"study_design_scores_gemma":[0.00009256545,0.00002002703,0.02136233,0.0001477617,0.0000300989,0.00006754373,0.00008778083,0.000483184,0.0003031737,0.0007737561,0.9766025,0.0000292203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001646701,0.0005093227,0.000421278,0.0006025667,0.0002081004,0.00006617975,0.9791646,0.001100867,0.01628033],"genre_scores_gemma":[0.007638268,0.0005821595,0.001307442,0.0002723683,0.0001369058,0.0001717272,0.9714577,0.0005098368,0.01792357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1342887,"threshold_uncertainty_score":0.4329831,"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."}}