{"id":"W2088537721","doi":"10.1007/s10648-010-9141-8","title":"Teacher Efficacy Research 1998–2009: Signs of Progress or Unfulfilled Promise?","year":2010,"lang":"en","type":"article","venue":"Educational Psychology Review","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":838,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Advanced Education; University of Alberta","funders":"","keywords":"Educational psychology; Psychology; Self-efficacy; Relevance (law); Collective efficacy; Educational research; Pedagogy; Medical education; Social psychology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0209533,0.0003759904,0.001639743,0.002624195,0.0006543236,0.002448097,0.001286807,0.002515123,0.002096618],"category_scores_gemma":[0.04359441,0.0004592529,0.0009052714,0.003296257,0.002296947,0.003720708,0.001705492,0.004151618,0.0004634912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983753,"about_ca_system_score_gemma":0.01919735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180713,"about_ca_topic_score_gemma":0.04633196,"domain_scores_codex":[0.9954475,0.001147781,0.001082847,0.0007986288,0.001186536,0.0003367577],"domain_scores_gemma":[0.9351236,0.04032604,0.00715867,0.001691535,0.01375413,0.001946014],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006441363,0.0001656701,0.01398381,0.02337687,0.0006808004,0.0001895219,0.001203434,0.0001534663,0.0007585264,0.00744011,0.06688742,0.8845164],"study_design_scores_gemma":[0.0002642392,0.0006476292,0.1805008,0.04800063,0.001243625,0.0008177171,0.002324506,0.00007260082,0.000938061,0.002221732,0.7629021,0.00006640254],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004557529,0.9583555,0.0001005473,0.03230864,0.001757531,0.000014975,0.0001982415,0.00000749995,0.002699501],"genre_scores_gemma":[0.06642393,0.9156037,0.0007803949,0.01341131,0.002045254,0.00005059231,0.0004874906,0.00001440061,0.001182899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790467,"threshold_uncertainty_score":0.110813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4522884457288462,"score_gpt":0.6129298058964338,"score_spread":0.1606413601675875,"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."}}