{"id":"W4252167756","doi":"10.1190/tle36040358.1","title":"Reviews","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scientific publishing; Publishing; Art history; Art; History; Library science; Philosophy; Computer science; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009523301,0.001336268,0.001395142,0.003277558,0.000785007,0.004441625,0.002367181,0.00224196,0.213247],"category_scores_gemma":[0.004114726,0.0005462291,0.0008624812,0.003108293,0.0007487729,0.003573844,0.002225213,0.002529948,0.1911057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828603,"about_ca_system_score_gemma":0.004445971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008132,"about_ca_topic_score_gemma":0.004751446,"domain_scores_codex":[0.9988438,0.0001406523,0.0001027579,0.0002603755,0.0005386777,0.0001136639],"domain_scores_gemma":[0.9982931,0.0003453176,0.0001435883,0.0001523359,0.0007947158,0.0002708266],"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":[0.00002474493,0.00001948541,0.00006192587,0.001775392,0.00001342869,0.00006312353,0.00006521088,0.00006692425,0.0002662034,0.003839703,0.8023571,0.1914469],"study_design_scores_gemma":[0.000001641783,0.000003521588,0.00004898605,0.0002980655,0.000003038652,0.00006913176,0.00001445859,0.000004020272,0.00002162617,0.000438933,0.9990946,0.000002062132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003719932,0.7465886,0.001417358,0.01879703,0.04149063,0.00008968508,0.002358696,0.0005629165,0.188323],"genre_scores_gemma":[0.003038224,0.6625412,0.002066391,0.01517704,0.02020841,0.00012397,0.003981084,0.0004828027,0.2923809],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7867529,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08051294656991426,"score_gpt":0.3219331794377108,"score_spread":0.2414202328677965,"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."}}