{"id":"W2556192715","doi":"10.48550/arxiv.1611.07048","title":"The VIMOS Public Extragalactic Redshift Survey (VIPERS). Full spectroscopic data and auxiliary information release (PDR-2)","year":2016,"lang":"en","type":"article","venue":"St Andrews Research Repository (St Andrews Research Repository)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Science and Technology Facilities Council","keywords":"Physics; Redshift; Astrophysics; Galaxy; Astronomy; Stars","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":[0.001021064,0.001054438,0.0006708631,0.005374732,0.0004112675,0.0009787164,0.001532797,0.0004970945,0.07905773],"category_scores_gemma":[0.003311831,0.0005335817,0.0003570527,0.007027517,0.0001470576,0.001238577,0.00189767,0.000887147,0.08476161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998047,"about_ca_system_score_gemma":0.001048932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123828,"about_ca_topic_score_gemma":0.008941601,"domain_scores_codex":[0.9994125,0.00006323987,0.00004292184,0.0001293387,0.0002563566,0.00009557117],"domain_scores_gemma":[0.9985061,0.0001503152,0.0002939136,0.0004888175,0.0003400891,0.0002207864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007565328,0.00002686418,0.004085856,0.0002448512,0.00003667422,0.00004298205,0.00008990597,0.0002847023,0.0008359298,0.002289975,0.9664298,0.02555685],"study_design_scores_gemma":[0.0001049085,0.00002441158,0.0355324,0.0001121956,0.00002496773,0.00009347176,0.00006336038,0.0003892062,0.000851859,0.002329886,0.9604459,0.00002738659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002355792,0.0001447627,0.001623851,0.00009452728,0.00005396949,0.00007075156,0.9809039,0.002617896,0.01213456],"genre_scores_gemma":[0.003375497,0.0001472951,0.003193592,0.00007142736,0.00004512942,0.0001246818,0.9877444,0.000616562,0.004681458],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07905773,"threshold_uncertainty_score":0.2644745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815514412897738,"score_gpt":0.3247151554521108,"score_spread":0.2665600113231334,"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."}}