{"id":"W2141531886","doi":"10.5430/wje.v1n2p150","title":"Knowledge Sharing in Schools: A Key to Developing Professional Learning Communities","year":2011,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Key (lock); Professional development; Faculty development; Psychology; Knowledge level; Mathematics education; Pedagogy; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165808,0.00008494862,0.0001205771,0.001019012,0.0001667104,0.0001045374,0.0002413781,0.00002575116,0.0003115788],"category_scores_gemma":[0.0003423205,0.00008092626,0.00002832791,0.0008994188,0.00001190154,0.0007704108,0.00007516183,0.0004748099,0.000171612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037007,"about_ca_system_score_gemma":0.0002607203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615509,"about_ca_topic_score_gemma":0.0003697782,"domain_scores_codex":[0.9992995,0.00003444392,0.0003199635,0.00007024691,0.0001361381,0.0001397243],"domain_scores_gemma":[0.9991853,0.00004333145,0.0002792515,0.00006835799,0.0004066875,0.00001708719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005328112,0.0002313666,0.9395328,0.0001205801,0.0000148074,0.000002075637,0.01338489,0.0002131274,0.00007209755,0.03538825,0.004069037,0.006917762],"study_design_scores_gemma":[0.0003958892,0.00002041862,0.7982969,0.002480417,0.00002541249,0.00001432202,0.05539599,0.0002150982,0.00006013324,0.004622392,0.13818,0.0002930205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681469,0.0002490731,0.0003306968,0.003496425,0.001489124,0.00009723216,4.508366e-8,0.00002669908,0.02616384],"genre_scores_gemma":[0.9920741,0.000003033834,0.00205861,0.0008633582,0.001080552,0.000004088486,0.000004912698,0.00001806203,0.003893281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412358,"threshold_uncertainty_score":0.3411569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08176496624482327,"score_gpt":0.2997050878110544,"score_spread":0.2179401215662311,"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."}}