{"id":"W4292582786","doi":"10.5539/elt.v15n9p54","title":"An Exploration of Thai ESP Teachers’ Self-Efficacy and Sources Concerning Course Development and Instruction","year":2022,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Persuasion; Self-efficacy; Affect (linguistics); Professional development; Pedagogy; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334198,0.000212971,0.0002375413,0.001537157,0.001685257,0.0030938,0.0004118257,0.0004791282,0.001744416],"category_scores_gemma":[0.007161676,0.0002807643,0.0002315027,0.0009050179,0.001474411,0.001265859,0.001740527,0.0007570505,0.0002317613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239939,"about_ca_system_score_gemma":0.00124249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811038,"about_ca_topic_score_gemma":0.005305452,"domain_scores_codex":[0.9985966,0.0006843609,0.0001144431,0.0001018525,0.0003175725,0.0001852218],"domain_scores_gemma":[0.9923902,0.005015779,0.001009009,0.0002686075,0.000854307,0.0004621429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003863239,0.0001741755,0.1128827,0.0001624327,0.000008205568,0.001543007,0.8601221,0.00006931221,0.00177357,0.0006536237,0.0002587666,0.02231353],"study_design_scores_gemma":[0.0000030278,0.0001665199,0.07180484,0.0001248426,0.00001115251,0.0007044958,0.9212888,0.000287103,0.0009157469,0.0002286727,0.004442356,0.00002257469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971885,0.00004173292,0.000280729,0.00008232474,0.000003270761,0.00001534831,0.00001563527,0.000002881126,0.002369541],"genre_scores_gemma":[0.9986796,0.00007293149,0.0002030966,0.000020975,0.000002442238,0.00001839169,0.00002015214,0.000002537938,0.0009797803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003334198,"threshold_uncertainty_score":0.01763314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406531476903459,"score_gpt":0.2520361634769315,"score_spread":0.2279708487078969,"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."}}