{"id":"W2780803684","doi":"10.1051/0004-6361/201732495","title":"The VIMOS Public Extragalactic Redshift Survey (VIPERS)","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Institut national des sciences de l'Univers; Institut Universitaire de France; 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; Active galactic nucleus; Redshift; Astronomy; Luminous infrared galaxy; Luminosity","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":[0.0004314487,0.0005636103,0.000318543,0.003826691,0.0002149808,0.0004205089,0.0004982851,0.0002430845,0.003900924],"category_scores_gemma":[0.0008793452,0.0001719805,0.0002874432,0.00215193,0.0001000586,0.0003153777,0.001059668,0.0002416677,0.001963793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692624,"about_ca_system_score_gemma":0.0002593928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007463745,"about_ca_topic_score_gemma":0.009522481,"domain_scores_codex":[0.9996171,0.00004238776,0.00002472994,0.0001301048,0.0001130749,0.0000724483],"domain_scores_gemma":[0.999335,0.000048477,0.0002686818,0.0001140144,0.0001047206,0.0001291884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004928009,0.0001768163,0.788069,0.0008046217,0.0006219437,0.0006779504,0.0008652176,0.002098728,0.0136484,0.001511674,0.09333542,0.09769747],"study_design_scores_gemma":[0.00002381284,0.00003604472,0.9556867,0.0000552432,0.00004602494,0.0002591011,0.0001589194,0.0005719193,0.0009255767,0.0001843542,0.04204354,0.000008786208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6483624,0.001445499,0.002447695,0.0001812423,0.00005619617,0.0002153521,0.3356596,0.001107205,0.01052487],"genre_scores_gemma":[0.4061659,0.0008305852,0.008802182,0.0001411675,0.00008796441,0.000257278,0.5780369,0.0002027118,0.005475303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007463745,"threshold_uncertainty_score":0.0148406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222019656169912,"score_gpt":0.2116033158461148,"score_spread":0.1993831192844157,"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."}}