{"id":"W2550681105","doi":"10.1051/0004-6361/201630113","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":40,"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; 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; Redshift survey; Star formation; Galaxy formation and evolution","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":[0.0005714769,0.0005093708,0.0004084177,0.003093875,0.0002367269,0.0005664112,0.0005691473,0.0003151057,0.004515816],"category_scores_gemma":[0.001405669,0.0002304782,0.0003503771,0.002513797,0.0001634981,0.0003799867,0.001208015,0.0004198832,0.002595149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353386,"about_ca_system_score_gemma":0.000232472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087015,"about_ca_topic_score_gemma":0.01051394,"domain_scores_codex":[0.9996239,0.00004058374,0.00001697713,0.0001085568,0.0001327614,0.00007728118],"domain_scores_gemma":[0.9992668,0.00006402983,0.0002525049,0.0001525232,0.0001135657,0.0001506095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006525237,0.000239865,0.7546725,0.0006612617,0.0008675038,0.0006973404,0.001557056,0.00690351,0.0193902,0.00462391,0.1189035,0.09083068],"study_design_scores_gemma":[0.00003310241,0.000043574,0.9493507,0.0000304372,0.00004609184,0.0001765823,0.0001607794,0.001626493,0.001227717,0.0005306284,0.04675743,0.0000163866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088467,0.0007430285,0.005959162,0.0002373717,0.00006318251,0.0002193015,0.2518593,0.002490176,0.02958161],"genre_scores_gemma":[0.5733169,0.0005246754,0.01888596,0.0001943854,0.0001036032,0.0002986242,0.3984411,0.0005231923,0.007711519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087015,"threshold_uncertainty_score":0.02161378,"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."}}