{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002137447,0.0004941568,0.0009332864,0.000289367,0.0005461634,0.0002108193,0.0007981897,0.0001562639,0.0002806408],"category_scores_gemma":[0.008917341,0.0004233517,0.0003217585,0.0001661875,0.000633035,0.0003908773,0.0001127002,0.001675764,0.000005742213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185413,"about_ca_system_score_gemma":0.0005899426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9608679,"about_ca_topic_score_gemma":0.9544539,"domain_scores_codex":[0.9961425,0.001222561,0.0009357889,0.0006057847,0.0001905173,0.0009028648],"domain_scores_gemma":[0.9972587,0.0007314692,0.0005167641,0.0006385056,0.000175112,0.000679497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006948253,0.0001062384,0.009020037,0.002850515,0.0001169728,0.000259813,0.9668183,0.00005695989,0.0005754785,0.01005598,0.0001408536,0.009991896],"study_design_scores_gemma":[0.001350712,0.0006012025,0.05094858,0.02549195,0.000910191,0.0001862325,0.8341891,0.006109085,0.00005286977,0.0001526426,0.07802561,0.001981845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359513,0.1541525,0.0000363217,0.0003637269,0.0001968258,0.0006552114,0.0003157961,0.000061964,0.008266429],"genre_scores_gemma":[0.9954333,0.001498859,0.0004825366,0.0002434307,0.0005652932,0.00003224564,0.0001202536,0.00008259202,0.001541538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159482,"threshold_uncertainty_score":0.9998218,"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."}}