{"id":"W4301258538","doi":"10.3138/cmlr.71.1.96","title":"Book and Software Reviews / Critiques de livres et de logiciels","year":2015,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"English language; Multiculturalism; Humanities; Linguistics; Sociology; Art; Pedagogy; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002310898,0.0008814087,0.0007675717,0.006144026,0.001300055,0.003806748,0.0009674929,0.001476945,0.0395451],"category_scores_gemma":[0.01253599,0.0005025295,0.0007135903,0.006471735,0.002238017,0.004556923,0.001297608,0.002931513,0.02607327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051737,"about_ca_system_score_gemma":0.003667578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008097648,"about_ca_topic_score_gemma":0.01240881,"domain_scores_codex":[0.9965341,0.0008568139,0.0002242826,0.0003063463,0.001978857,0.00009953068],"domain_scores_gemma":[0.9855639,0.006991816,0.0005509472,0.0008813317,0.005628304,0.0003838172],"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":[0.0000100857,0.00001409405,0.00008893596,0.0006437635,0.000010278,0.00004075378,0.0003075397,0.0001558315,0.0001897825,0.02009266,0.8621771,0.1162692],"study_design_scores_gemma":[0.000001972805,0.000005715483,0.0001835263,0.0004924272,0.000004040867,0.00008046718,0.00008135772,0.00004413605,0.000054913,0.003426056,0.9956216,0.000003887331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009762872,0.6257109,0.01702552,0.05642673,0.04282798,0.00009235428,0.001069209,0.001135757,0.2547353],"genre_scores_gemma":[0.01825808,0.4509954,0.01514766,0.02220216,0.02501518,0.0002095694,0.001846693,0.001635422,0.4646899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0395451,"threshold_uncertainty_score":0.1322915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474978352590047,"score_gpt":0.2662288151893614,"score_spread":0.231479031663461,"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."}}