{"id":"W2756812233","doi":"","title":"BUILDING CAPACITY FOR A LEARNING COMMUNITY","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Professional learning community; Metaphor; Construct (python library); Pedagogy; Learning community; Sociology; Experiential learning; Psychology; Mathematics education; Public relations; Epistemology; Political science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000727914,0.00005070083,0.0000766079,0.000200156,0.001035728,0.0001024741,0.00009593295,0.00004190083,0.0001698115],"category_scores_gemma":[0.002647406,0.00005412924,0.00003845504,0.0001699593,0.0002197237,0.0001521402,0.000001569303,0.0002099407,0.000001987315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836767,"about_ca_system_score_gemma":0.006805448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02399956,"about_ca_topic_score_gemma":0.1269724,"domain_scores_codex":[0.9993376,0.000209335,0.000167656,0.00004178095,0.00008065321,0.0001629879],"domain_scores_gemma":[0.9987227,0.0004073182,0.0001320114,0.00003555171,0.0002696189,0.0004327662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001474192,0.00006661319,0.0778966,0.00001572823,0.00003210235,4.553253e-7,0.1715047,0.000005593305,0.00002259066,0.7334515,0.0077769,0.009212494],"study_design_scores_gemma":[0.0001558161,0.0000952704,0.07010721,0.00002051394,0.00001153693,0.00003739008,0.05290347,0.000001374382,0.000008008183,0.0207906,0.8557856,0.00008321017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6305689,0.0001808636,0.0002263831,0.36074,0.0003213806,0.00008643298,0.000005485589,0.000003251975,0.00786735],"genre_scores_gemma":[0.9939815,0.00002377845,0.00166214,0.0008393899,0.001363157,0.000004926755,0.000003398285,0.000003801636,0.002117884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8480087,"threshold_uncertainty_score":0.9988251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060001835306065,"score_gpt":0.4437734380379337,"score_spread":0.2377732545073273,"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."}}