{"id":"W4255300934","doi":"10.18806/tesl.v21i2.181","title":"Book Reviews","year":2004,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; Sociology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008725738,0.0008132728,0.001126065,0.004467313,0.0008598799,0.004291383,0.002033744,0.002346972,0.3606289],"category_scores_gemma":[0.007786796,0.0003996382,0.0007256597,0.005411607,0.0006126837,0.003065998,0.001600049,0.002233421,0.3233763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858067,"about_ca_system_score_gemma":0.003422677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238205,"about_ca_topic_score_gemma":0.008332787,"domain_scores_codex":[0.9986142,0.0001442903,0.0001053466,0.0001794491,0.0008626042,0.00009404992],"domain_scores_gemma":[0.9952732,0.0009508697,0.0002842403,0.0002986168,0.002702176,0.000490981],"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":[0.000005505768,0.000007943527,0.00001922468,0.0004950844,0.000003118443,0.00002904637,0.00002093477,0.00002602308,0.00005990341,0.001206182,0.9313334,0.0667937],"study_design_scores_gemma":[0.000001834534,0.000002923613,0.00004635991,0.0003251139,0.000002027296,0.000057732,0.00001320868,0.000004592784,0.00001437052,0.0003257421,0.999204,0.000002126534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003002535,0.3770717,0.001469534,0.03496019,0.06752216,0.0001896504,0.003949241,0.0007576452,0.5137796],"genre_scores_gemma":[0.001951787,0.1897886,0.001501598,0.02107862,0.02151733,0.0001721467,0.004342232,0.0004336211,0.7592141],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3606289,"threshold_uncertainty_score":0.9119853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181847765788605,"score_gpt":0.2061125996644894,"score_spread":0.1879278230856289,"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."}}