{"id":"W4247040688","doi":"10.18806/tesl.v26i1.134","title":"Book Reviews","year":2008,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Grammar; Linguistics; Sociology; Psychology; Mathematics education; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000652194,0.000825418,0.001041699,0.003367078,0.0007598902,0.003961529,0.001764511,0.002005912,0.349138],"category_scores_gemma":[0.004421244,0.0004122643,0.0006056192,0.004498105,0.0005389626,0.002627989,0.001409473,0.002274047,0.3550779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495324,"about_ca_system_score_gemma":0.002624189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003994419,"about_ca_topic_score_gemma":0.008165635,"domain_scores_codex":[0.9990079,0.00008932546,0.00005729601,0.0001447294,0.0006280835,0.00007267512],"domain_scores_gemma":[0.9976079,0.0004290187,0.0001542444,0.0001407777,0.001342571,0.0003255196],"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":[0.00000514941,0.000006612378,0.00001413265,0.0003392337,0.000002464316,0.00002121473,0.00001695609,0.00001826488,0.00008161876,0.001042857,0.93836,0.06009152],"study_design_scores_gemma":[0.000001552488,0.000002339057,0.00003913127,0.0001667914,0.000001480956,0.00004132317,0.000009146066,0.000003023292,0.00001274169,0.0002047842,0.9995161,0.00000159646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002389743,0.4420125,0.001021588,0.02376145,0.04981598,0.0001195679,0.002816572,0.0006049738,0.4796084],"genre_scores_gemma":[0.001448964,0.1831763,0.0009370375,0.0141135,0.01415589,0.0001007282,0.002865391,0.0003286867,0.7828735],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.349138,"threshold_uncertainty_score":0.9283756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543358449448684,"score_gpt":0.2404993412540288,"score_spread":0.205065756759542,"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."}}