{"id":"W2884297696","doi":"10.5539/jel.v7n5p76","title":"Schools as Professional Learning Communities","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helsingin Yliopisto","keywords":"Collegiality; Professional learning community; Maturity (psychological); Professional development; Psychology; Pedagogy; Faculty development; Perception; Organizational culture; Mathematics education; Sociology; Public relations; 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":[0.003587153,0.0001679236,0.0001692351,0.001776746,0.00460397,0.005525938,0.0007530525,0.001020716,0.006095326],"category_scores_gemma":[0.006806133,0.0002776334,0.0002123007,0.001218732,0.00345584,0.004319767,0.006224958,0.0008535888,0.0007766414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596791,"about_ca_system_score_gemma":0.00645516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279426,"about_ca_topic_score_gemma":0.00540701,"domain_scores_codex":[0.9946424,0.002730223,0.0002221385,0.000550242,0.0007982474,0.001056869],"domain_scores_gemma":[0.9917846,0.001843934,0.001322206,0.0007700206,0.001311154,0.002968118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002052216,0.0006475713,0.08972418,0.0004627118,0.00004772253,0.001294743,0.3444085,0.001386178,0.004536646,0.257418,0.008138461,0.29173],"study_design_scores_gemma":[0.0001360288,0.0006824192,0.09608193,0.0005449717,0.0000532372,0.001474049,0.2688306,0.003258353,0.002391894,0.1573907,0.4690356,0.0001202748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401508,0.0009611989,0.02187688,0.003556133,0.0001286351,0.0006319919,0.0001400913,0.0003064713,0.1322478],"genre_scores_gemma":[0.9902663,0.00009323169,0.003316225,0.0001324896,0.00001335031,0.00004534213,0.00002890784,0.00000913984,0.006094939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006095326,"threshold_uncertainty_score":0.02039087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129137752136623,"score_gpt":0.4524000290740522,"score_spread":0.3394862538603899,"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."}}