{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002180258,0.00007561569,0.0001161585,0.00003270571,0.0004868926,0.0001540784,0.0001077848,0.00001091251,0.1986064],"category_scores_gemma":[0.0000697444,0.00005636683,0.00004730802,0.00001047355,0.0000254397,0.0001214918,0.000007716483,0.0003860699,0.0000469824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574458,"about_ca_system_score_gemma":0.0003514964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2591198,"about_ca_topic_score_gemma":0.4662365,"domain_scores_codex":[0.9993976,0.00003674447,0.0001749174,0.0000633999,0.0001470307,0.0001803522],"domain_scores_gemma":[0.9996817,0.0000174658,0.00009285123,0.0000801358,0.0000283898,0.00009950456],"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":[0.000002437515,0.00001032961,0.000004479976,0.00001017041,0.00001880875,0.0001901111,0.008894445,0.00004621749,0.00001058712,0.01037031,0.9634353,0.0170068],"study_design_scores_gemma":[0.0001817743,0.00001931692,0.00001592644,0.00004786776,0.000008597519,0.000149199,0.001217754,0.000001399981,0.000008362417,0.0001537023,0.9981121,0.00008393146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02023983,0.8712475,0.00007071895,0.005155974,0.002095828,0.00009735866,0.000006516398,0.00005808135,0.1010282],"genre_scores_gemma":[0.1043994,0.0005595373,0.0002309563,0.8240612,0.006146956,0.000004753185,0.000007676733,0.00004482855,0.06454473],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8706879,"threshold_uncertainty_score":0.8021262,"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."}}