{"id":"W4301149689","doi":"10.1080/00085006.2008.11092581","title":"Book Reviews","year":2008,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Calgary; University of Lethbridge; Pontifical Institute of Mediaeval Studies; University of Manitoba; Dalhousie University; University of Toronto; Université de Montréal; University of Alberta; University of Saskatchewan","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001270367,0.0001012597,0.0001786469,0.0001431313,0.0005763297,0.00005549915,0.000181348,0.00002451449,0.03995109],"category_scores_gemma":[0.0002068583,0.00008230048,0.000134864,0.0000475795,0.0002499649,0.0000649978,0.000008474407,0.0001157243,0.001969086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774726,"about_ca_system_score_gemma":0.0005195432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09501026,"about_ca_topic_score_gemma":0.4616976,"domain_scores_codex":[0.9990682,0.00003984043,0.0001649114,0.0001673,0.0001283793,0.0004313924],"domain_scores_gemma":[0.999128,0.00002551223,0.00002913153,0.0002349863,0.00005218573,0.000530218],"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":[0.000001489399,0.000006013358,0.0001159596,0.00001177385,0.00004303106,0.0001874787,0.008854668,2.737893e-7,0.00001108863,0.0248093,0.9623858,0.003573134],"study_design_scores_gemma":[0.00008401292,0.0000153773,0.00005586399,0.00001238458,0.00001241521,0.000005148215,0.0002400589,0.00001065842,0.000003925017,0.000117619,0.999328,0.0001146029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00164415,0.02299158,5.093796e-7,0.001272052,0.0002383803,0.0001306397,0.00003235402,0.00002785902,0.9736625],"genre_scores_gemma":[0.4419689,0.007175814,0.00002220275,0.01563739,0.001426196,0.00003452852,0.00004279304,0.00002426041,0.5336679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4403248,"threshold_uncertainty_score":0.998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0517161560129805,"score_gpt":0.2384612170152948,"score_spread":0.1867450610023142,"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."}}