{"id":"W4289815628","doi":"10.1051/0004-6361/201630118","title":"The VIMOS Public Extragalactic Redshift Survey (VIPERS)","year":2017,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique; European Southern Observatory; Ministero dell’Istruzione, dell’Università e della Ricerca; Science and Technology Facilities Council; Agence Nationale de la Recherche","keywords":"Physics; Astrophysics; Galaxy; Redshift; Stellar mass; Astronomy; Star formation; Velocity dispersion","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":[0.0005012445,0.000465406,0.0002937843,0.003655801,0.000201204,0.0004181303,0.0005115345,0.0002442335,0.00549148],"category_scores_gemma":[0.0008801746,0.000218483,0.0002467875,0.002908343,0.00009753247,0.0003886624,0.0009802012,0.0002699026,0.002551032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752198,"about_ca_system_score_gemma":0.0002653752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166518,"about_ca_topic_score_gemma":0.01457967,"domain_scores_codex":[0.9997779,0.00002631516,0.00001170627,0.00006846992,0.00007460425,0.00004111673],"domain_scores_gemma":[0.9994516,0.00005594109,0.0001902029,0.0001072202,0.0000784869,0.0001165712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005458686,0.0002715672,0.6866171,0.0004433798,0.0005875929,0.0005895817,0.0009566224,0.007057426,0.01650823,0.004355931,0.1434795,0.1385872],"study_design_scores_gemma":[0.00005831077,0.0000657034,0.9228855,0.00004161397,0.00004603269,0.0001738034,0.0001838947,0.004416874,0.001718049,0.001091554,0.0692976,0.00002083509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5942045,0.00057299,0.006275667,0.0002072688,0.00005362009,0.0001836526,0.3545794,0.005161086,0.03876183],"genre_scores_gemma":[0.5071421,0.0005733592,0.02176937,0.0002135065,0.00007989444,0.0002319001,0.4599831,0.0005391362,0.009467525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166518,"threshold_uncertainty_score":0.02319461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554623127974939,"score_gpt":0.2222566424704096,"score_spread":0.2067104111906602,"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."}}