{"id":"W4254582058","doi":"10.18806/tesl.v21i1.277","title":"Book Reviews","year":2003,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); English language; Linguistics; Pedagogy; Sociology; Mathematics education; Psychology; 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":[0.0005717799,0.00008921637,0.0001402508,0.00003336117,0.0007027739,0.0001633737,0.00009886911,0.00001297245,0.2167912],"category_scores_gemma":[0.0002024031,0.00006811857,0.00005225993,0.00001317571,0.00003008917,0.0001128051,0.000004825745,0.0004872057,0.00005189331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125868,"about_ca_system_score_gemma":0.0003906395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03303278,"about_ca_topic_score_gemma":0.1203253,"domain_scores_codex":[0.9991313,0.0001722807,0.0002176815,0.00007305694,0.0001866242,0.0002190523],"domain_scores_gemma":[0.9995844,0.00003918455,0.0001160694,0.00009328724,0.00004334933,0.0001237039],"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":[8.407645e-7,0.000005149536,0.00001490431,0.000005894181,0.00000839131,0.00002748701,0.001732546,0.000005289935,0.000003980282,0.01593817,0.9804219,0.001835451],"study_design_scores_gemma":[0.00009936707,0.00001924548,0.00001332441,0.00004049823,0.000009949924,0.0001026529,0.0005349628,0.000004110473,0.000006001214,0.0001864931,0.9988844,0.00009894207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001741252,0.6243857,0.00005559078,0.001991756,0.002199409,0.0000909489,0.000003589162,0.00004018967,0.3694916],"genre_scores_gemma":[0.08470185,0.001825765,0.0004140367,0.5233675,0.004319015,0.000007915191,0.000004634974,0.00007416009,0.3852852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6225599,"threshold_uncertainty_score":0.9734063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187929823430945,"score_gpt":0.2193860145993027,"score_spread":0.1875067163649932,"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."}}