{"id":"W4231377061","doi":"10.18806/tesl.v24i2.142","title":"Book Reviews","year":2007,"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":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Vocabulary; Psychology; Pedagogy; Sociology; Mathematics education; Visual arts; Art; Linguistics; 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":[0.0006539598,0.0009201199,0.001107547,0.004179441,0.0008501257,0.004753823,0.002026034,0.001960556,0.4146945],"category_scores_gemma":[0.005355218,0.0004089725,0.0007006203,0.005635572,0.0005828853,0.003371078,0.00154104,0.002015143,0.394912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692372,"about_ca_system_score_gemma":0.003083839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003949492,"about_ca_topic_score_gemma":0.00777488,"domain_scores_codex":[0.998903,0.00009768451,0.00007721029,0.0001620214,0.0006868846,0.00007321816],"domain_scores_gemma":[0.9971944,0.0005106698,0.0001617116,0.0001887487,0.001623175,0.0003213091],"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":[0.000007266195,0.00001133506,0.00002535803,0.0004867414,0.000003292864,0.00003306652,0.00002756282,0.00003635756,0.00009696839,0.001608377,0.9037036,0.09396008],"study_design_scores_gemma":[0.000001833916,0.000003089621,0.00004814603,0.0002321209,0.000001845503,0.00006607162,0.00001556612,0.000005826722,0.00001661754,0.0003352627,0.9992716,0.000002133845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003691524,0.293514,0.001744303,0.01913029,0.04349867,0.0001879597,0.003760319,0.0008782438,0.6369172],"genre_scores_gemma":[0.001834497,0.1350433,0.001599503,0.009987161,0.01091702,0.0001247032,0.003997382,0.0004171853,0.8360794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4146945,"threshold_uncertainty_score":0.8348672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919183173257225,"score_gpt":0.2227923140519202,"score_spread":0.203600482319348,"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."}}