{"id":"W3116138347","doi":"10.3138/cmlr-2020-0012","title":"Self-Efficacy of English Language Teachers in Ontario: The Impact of Language Proficiency, Teaching Qualifications, Linguistic Identity, and Teaching Experience","year":2020,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Waterloo","funders":"","keywords":"Humanities; Sociology; Linguistics; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001459547,0.0002155294,0.000397062,0.0009630476,0.002492862,0.001595941,0.0006468971,0.0003639242,0.003656819],"category_scores_gemma":[0.005411533,0.0003341827,0.0005261495,0.001728447,0.00176199,0.0005780637,0.001122526,0.000576938,0.0003342525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01608357,"about_ca_system_score_gemma":0.02547547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9762037,"about_ca_topic_score_gemma":0.9896547,"domain_scores_codex":[0.9987503,0.0001652369,0.00006415966,0.0001441243,0.0004662489,0.0004098704],"domain_scores_gemma":[0.9922545,0.001256039,0.001770389,0.0003052318,0.0025658,0.001847978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006118176,0.00004955335,0.9758654,0.0000280883,0.00002067537,0.00009769397,0.01893046,0.00006360682,0.000220605,0.0001397111,0.0005145661,0.004008427],"study_design_scores_gemma":[0.000002502502,0.00001839963,0.9879091,0.0000177088,0.000006199294,0.00000876045,0.01112376,0.00005041051,0.0000325476,0.00001362979,0.0008117224,0.00000521395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997097,0.0001173376,0.00003351771,0.00025615,0.000005655163,0.00001163719,0.0001888267,0.000002089722,0.002287654],"genre_scores_gemma":[0.9967114,0.0001391247,0.00004011549,0.00003132071,0.000003124205,0.00001643574,0.0001450148,0.00000278775,0.002910836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9762037,"threshold_uncertainty_score":0.116695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989391375798663,"score_gpt":0.2934086901527143,"score_spread":0.2635147763947277,"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."}}