{"id":"W2771855104","doi":"10.5539/elt.v13n2p32","title":"The Qualities of Effective Teachers as Perceived by Saudi EFL Students and Teachers","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Likert scale; Descriptive statistics; Perception; Mathematics education; Sample (material); Scale (ratio); Test (biology); Developmental psychology; Statistics","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":[0.001436037,0.0002469909,0.0002335452,0.0007832369,0.000684471,0.001713336,0.0001726947,0.00034682,0.001420238],"category_scores_gemma":[0.004496469,0.0001426432,0.0001903423,0.0003355425,0.0008774879,0.0006161582,0.0006054146,0.0005607439,0.0001728446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862553,"about_ca_system_score_gemma":0.000773393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864786,"about_ca_topic_score_gemma":0.004514603,"domain_scores_codex":[0.9990119,0.0002556709,0.0001008235,0.00004532653,0.0004084203,0.0001779118],"domain_scores_gemma":[0.9936944,0.001060907,0.002533706,0.0001661188,0.001405053,0.001139894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002161896,0.0002827159,0.8671045,0.0001828409,0.00004815891,0.0004582852,0.09234988,0.000139123,0.005576921,0.000643771,0.0004707371,0.03252692],"study_design_scores_gemma":[0.00001862715,0.0004929028,0.7464502,0.00009546887,0.00003032301,0.0007518194,0.2463787,0.0003763156,0.001038326,0.0003069099,0.004025896,0.00003443703],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998988,0.000056141,0.00004605665,0.00005769057,0.000002712561,0.000003354144,0.000006521603,9.932319e-7,0.0008384704],"genre_scores_gemma":[0.9995787,0.00005575964,0.0000607305,0.00002292189,0.000002776871,0.000002583451,0.00001018242,5.516891e-7,0.0002658153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002864786,"threshold_uncertainty_score":0.007594585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681650291218164,"score_gpt":0.383714181802674,"score_spread":0.3468976788904923,"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."}}