{"id":"W4205111580","doi":"10.18806/tesl.v24i1.33","title":"Book Reviews","year":2005,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Psychology; 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":[0.0005329135,0.00004120891,0.00007195897,0.00002511479,0.0004504613,0.0000515183,0.0001445436,0.00001984393,0.1376056],"category_scores_gemma":[0.0003972177,0.00003581192,0.000028931,0.00007815559,0.00003099711,0.0001027974,0.000004289438,0.0001493948,0.00006971756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902699,"about_ca_system_score_gemma":0.003987489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4005263,"about_ca_topic_score_gemma":0.752678,"domain_scores_codex":[0.9992535,0.0001065752,0.0001626423,0.00004463416,0.000235664,0.0001969588],"domain_scores_gemma":[0.999481,0.0000346801,0.0000827277,0.00005802879,0.00005921192,0.0002843468],"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":[4.780005e-7,0.000004588377,0.00001323418,7.729122e-7,0.000001329223,0.000001206037,0.00255742,0.000001625669,0.000002649341,0.0006318083,0.9420815,0.05470335],"study_design_scores_gemma":[0.0000482122,0.000002192913,0.0001608316,0.000007601341,0.000002408852,0.000008115728,0.0003535165,0.000004340374,0.000009132646,0.00002478019,0.9993322,0.00004666642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002911859,0.5254182,0.00001830284,0.154152,0.002092466,0.0001988514,0.000003735282,0.00002932637,0.3151752],"genre_scores_gemma":[0.01053962,0.005754878,0.0005104727,0.8713372,0.006712713,0.000002688455,7.022364e-7,0.000007580759,0.1051341],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7171852,"threshold_uncertainty_score":0.8631827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707665454112871,"score_gpt":0.4573692580233314,"score_spread":0.3866027126120444,"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."}}