{"id":"W25495786","doi":"10.1177/003172170408600113","title":"How are Professional Learning Communities Created?; History Has a Few Messages","year":2004,"lang":"en","type":"article","venue":"Phi Delta Kappan","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Professional development; Mathematics education; Pedagogy; Psychology; Sociology; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0124891,0.0004069477,0.0005950216,0.001896906,0.01423863,0.02452905,0.002061702,0.01264792,0.02058904],"category_scores_gemma":[0.02860754,0.0005092783,0.0004127997,0.002082445,0.04815258,0.05009244,0.0106416,0.01625997,0.005688504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007219361,"about_ca_system_score_gemma":0.009053787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013062,"about_ca_topic_score_gemma":0.007712382,"domain_scores_codex":[0.9857071,0.007737913,0.0003782311,0.00152095,0.003343183,0.001312647],"domain_scores_gemma":[0.9705868,0.01276103,0.002097105,0.002472253,0.003701603,0.008381243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001995596,0.0000401746,0.0009208159,0.0004413631,0.000013144,0.0001692743,0.01761322,0.00004470726,0.0001170869,0.3338728,0.5679127,0.07883474],"study_design_scores_gemma":[0.000008352657,0.00001609843,0.0004694496,0.0007733175,0.000003803118,0.0001776832,0.01420159,0.00004415211,0.00005870132,0.09780054,0.8864245,0.00002165814],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007546184,0.0250211,0.001146998,0.9348662,0.007033922,0.00001618495,0.0000404781,0.00009590302,0.03102446],"genre_scores_gemma":[0.2314745,0.06219192,0.005638803,0.5949758,0.02573733,0.0003739609,0.0001527663,0.0004224817,0.07903241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02452905,"threshold_uncertainty_score":0.06887722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2875596763577863,"score_gpt":0.372383136331976,"score_spread":0.08482345997418966,"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."}}