{"id":"W2007811541","doi":"10.5539/ass.v11n12p274","title":"The Relationship between Teachers’ Factors and Effective Teaching","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Psychology; Mathematics education; School teachers; Professional development; Medical education; Pedagogy; Medicine; Political science","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":[0.001394971,0.0001791306,0.0002286237,0.001000398,0.0005663254,0.001220819,0.0002928366,0.0002857396,0.003530625],"category_scores_gemma":[0.009312305,0.0002277914,0.0002675422,0.0006549775,0.0007190641,0.0005777946,0.0005017273,0.0005503965,0.0003302742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388696,"about_ca_system_score_gemma":0.001383048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005515768,"about_ca_topic_score_gemma":0.0080043,"domain_scores_codex":[0.998284,0.0004307966,0.0002065849,0.0001718844,0.0006736229,0.000233128],"domain_scores_gemma":[0.9868984,0.004458908,0.005034468,0.0004102319,0.001418917,0.001779032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002047686,0.000125609,0.9856014,0.00005260907,0.00003025782,0.0001285759,0.004520078,0.00006915187,0.0002437514,0.0001182965,0.0001682497,0.008921606],"study_design_scores_gemma":[0.000003005572,0.00006237548,0.9907746,0.00004414887,0.00001471192,0.0001907205,0.007459902,0.0001264155,0.0001467164,0.0001106117,0.001058002,0.000008842027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973192,0.000285926,0.0001899972,0.0001394477,0.000007623318,0.000009924076,0.00002803635,0.000004995186,0.002014927],"genre_scores_gemma":[0.999403,0.000118651,0.00009879724,0.00001015585,0.000004791975,0.000003291583,0.00001770003,0.000001313113,0.0003423044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005515768,"threshold_uncertainty_score":0.01181108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08348749667585285,"score_gpt":0.3979449121468111,"score_spread":0.3144574154709582,"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."}}