{"id":"W4283464457","doi":"10.36510/learnland.v15i1.1086","title":"Review Board (Vol. 15)","year":2022,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"On board; Geology; Remote sensing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02747412,0.00174417,0.003935979,0.00703764,0.003892519,0.0138168,0.005724469,0.02577701,0.1127461],"category_scores_gemma":[0.07096729,0.002159689,0.0030214,0.006243631,0.002910959,0.00517391,0.002551811,0.01315095,0.2434974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008211095,"about_ca_system_score_gemma":0.02042393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007289685,"about_ca_topic_score_gemma":0.01164935,"domain_scores_codex":[0.9742778,0.003519861,0.002602573,0.003683868,0.01379765,0.002118266],"domain_scores_gemma":[0.8930355,0.008943995,0.005455263,0.004951008,0.08216958,0.005444665],"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":[0.00001796509,0.00001432277,0.00005275164,0.000410357,0.00001294404,0.00002909602,0.000008913827,0.00002020547,0.0001208839,0.001232457,0.9790397,0.01904034],"study_design_scores_gemma":[0.0000241626,0.00001117949,0.0003882478,0.0005681391,0.00001302505,0.00002662303,0.000005828554,0.00002541422,0.00005632054,0.0004340784,0.9984376,0.000009295917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007860555,0.1275391,0.004859229,0.1741001,0.2173367,0.005234546,0.009620365,0.00244808,0.4580758],"genre_scores_gemma":[0.006497709,0.05880566,0.005021553,0.1682051,0.07233296,0.006924973,0.007806034,0.001144506,0.6732615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1127461,"threshold_uncertainty_score":0.3771734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666657345743919,"score_gpt":0.2102531909710023,"score_spread":0.1835866175135631,"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."}}