{"id":"W2775620538","doi":"10.5539/elt.v11n1p52","title":"The Affection of Student Ratings of Instruction toward EFL Instructors","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Affection; Mathematics education; Perception; Quality (philosophy); Teaching method; Medical education; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003199799,0.0003294227,0.0002871628,0.0005045357,0.0003127956,0.0008234199,0.0001879597,0.0003042412,0.001409032],"category_scores_gemma":[0.02165366,0.0001391838,0.0003518186,0.0002546607,0.0005761558,0.0004107315,0.0006307118,0.0007193294,0.0003275506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070725,"about_ca_system_score_gemma":0.0002005988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007124338,"about_ca_topic_score_gemma":0.001114035,"domain_scores_codex":[0.9953398,0.002154203,0.0003151067,0.000282435,0.00170013,0.0002083614],"domain_scores_gemma":[0.9729667,0.01150806,0.007350062,0.001436554,0.005636584,0.001101954],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000575107,0.0007481987,0.871568,0.0001737865,0.0002996276,0.0002473346,0.03116832,0.0004407387,0.0313224,0.0003311348,0.001061958,0.0620634],"study_design_scores_gemma":[0.00002779602,0.001162969,0.9748639,0.00004025679,0.00005869317,0.0002338953,0.01305012,0.001258269,0.00718425,0.0001922336,0.001866652,0.00006100227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964321,0.00003669823,0.0009037943,0.00005224742,0.00001616543,0.00002869866,0.00003870827,0.00001632193,0.002475261],"genre_scores_gemma":[0.9986718,0.00003631209,0.0004223908,0.000040908,0.00001030398,0.00003469675,0.00004550901,0.000005134412,0.0007330562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9968002,"threshold_uncertainty_score":0.01692235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151748017531637,"score_gpt":0.4244728338228828,"score_spread":0.3729553536475664,"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."}}