{"id":"W2276666697","doi":"10.5539/elt.v9n3p174","title":"How School Leaders Might Promote Higher Levels of Collective Teacher Efficacy at the Level of School and Team","year":2016,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collective efficacy; Transformational leadership; Psychology; Scale (ratio); Perception; Self-efficacy; Teacher leadership; Collective intelligence; Pedagogy; Mathematics education; Educational leadership; Social psychology; Knowledge management","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":[0.002331723,0.0001785671,0.0001512558,0.0005473188,0.001316797,0.002466541,0.0003425326,0.0006679304,0.004629672],"category_scores_gemma":[0.004833431,0.0001959374,0.0002463582,0.0002492378,0.001006201,0.001047262,0.0007972866,0.0007720731,0.0006090614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354565,"about_ca_system_score_gemma":0.001645913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041579,"about_ca_topic_score_gemma":0.004116448,"domain_scores_codex":[0.9985618,0.0008513464,0.00002716111,0.0001384516,0.0001351481,0.000286202],"domain_scores_gemma":[0.9966668,0.00093934,0.0007929174,0.0001981194,0.0004379601,0.0009647894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002490874,0.006867078,0.6335659,0.0007782302,0.0001774578,0.001156922,0.09359143,0.001043109,0.01158593,0.03125529,0.01252475,0.2072048],"study_design_scores_gemma":[0.0004247218,0.003095511,0.7796251,0.0007784715,0.0002633825,0.0004722479,0.1250589,0.002813498,0.01087609,0.01813976,0.05835402,0.00009843105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678428,0.0001643681,0.00250655,0.003566935,0.00008493679,0.00006843542,0.00002046832,0.00006443656,0.02568119],"genre_scores_gemma":[0.9961801,0.00008237297,0.001662357,0.0001384946,0.00001171815,0.00002627839,0.000009946414,0.000005633241,0.001883089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004629672,"threshold_uncertainty_score":0.01548779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426569625902456,"score_gpt":0.3683370011139979,"score_spread":0.2256800385237523,"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."}}