{"id":"W7100952951","doi":"","title":"A STUDY IN CREATING PROFESSIONAL LEARNING COMMUNITIES: TWO SCHOOLS ' EXPERIENCES","year":2006,"lang":"en","type":"article","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patience; Professional learning community; Professional development; Work (physics); Order (exchange); Learning community; Active learning (machine learning)","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":[0.00998349,0.001033407,0.001270614,0.002869494,0.05649817,0.01175941,0.004631221,0.005231183,0.004188037],"category_scores_gemma":[0.01010802,0.001712237,0.000701971,0.00253952,0.02436273,0.005681237,0.01460354,0.008736184,0.0006688684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02375301,"about_ca_system_score_gemma":0.02226265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2159936,"about_ca_topic_score_gemma":0.5868153,"domain_scores_codex":[0.9873165,0.00691177,0.0002363606,0.0007715484,0.001683169,0.003080708],"domain_scores_gemma":[0.9828398,0.003956692,0.0006567118,0.0003963118,0.001289251,0.01086129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003464965,0.0003907114,0.001678344,0.00007496348,0.00000270397,0.001279279,0.9900967,0.00002497723,0.000226604,0.001040745,0.001242704,0.003907583],"study_design_scores_gemma":[0.00001510217,0.0001145141,0.001871088,0.00007028367,0.000004225969,0.0001717932,0.9775341,0.00003217901,0.0001176468,0.0002003246,0.01984884,0.00002003191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784834,0.0007867588,0.0007469291,0.004817074,0.0002101384,0.0003381462,0.00006159692,0.00005667954,0.01449908],"genre_scores_gemma":[0.9813907,0.0007697445,0.001615742,0.001527745,0.00005556815,0.0001537727,0.0000575186,0.00007046292,0.01435875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159936,"threshold_uncertainty_score":0.4294728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4017425533493908,"score_gpt":0.5215678320082842,"score_spread":0.1198252786588934,"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."}}