{"id":"W1516577313","doi":"10.18806/tesl.v24i2.136","title":"Toward Quality ESL Education","year":2007,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"Calgary Foundation","keywords":"Entitlement (fair division); Competence (human resources); Government (linguistics); Pedagogy; Bilingual education; Quality (philosophy); Public relations; Sociology; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.02692631,0.0004088345,0.000341157,0.002238422,0.004878968,0.01217518,0.001940322,0.003915554,0.013677],"category_scores_gemma":[0.0304008,0.0002743121,0.0004386017,0.002058554,0.01083451,0.008811513,0.01741181,0.007251067,0.001991093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02107252,"about_ca_system_score_gemma":0.0673485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04291175,"about_ca_topic_score_gemma":0.0630205,"domain_scores_codex":[0.974418,0.008413404,0.0008086679,0.00124618,0.01152146,0.003592217],"domain_scores_gemma":[0.9668487,0.004699025,0.002887944,0.002415538,0.01276891,0.01038005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002188616,0.0001857333,0.008404234,0.000466494,0.00001715074,0.0001857939,0.01591348,0.001122087,0.0007418401,0.6813644,0.09939736,0.1921795],"study_design_scores_gemma":[0.00003987081,0.00005914199,0.008987954,0.000992057,0.000008761153,0.0001854633,0.02037868,0.0009626643,0.0008197575,0.1803471,0.7871937,0.00002483746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03052399,0.005194016,0.04176349,0.6902848,0.001738255,0.0002219795,0.000182504,0.0006070321,0.2294839],"genre_scores_gemma":[0.7083739,0.007721095,0.07500487,0.098691,0.001187724,0.0004412566,0.0004878172,0.000324529,0.1077678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04291175,"threshold_uncertainty_score":0.1528926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139182196341416,"score_gpt":0.529342680437831,"score_spread":0.3901604840964149,"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."}}