{"id":"W222535018","doi":"","title":"Professional Community in American and Canadian Schools: Assessing and Comparing Collaborative Environments.","year":2002,"lang":"en","type":"article","venue":"Planning and changing","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Faculty development; Professional development; Psychology; Public relations; Sociology; Pedagogy; Mathematics education; Political science; Public administration","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":[0.007071405,0.0004451236,0.000824426,0.005033042,0.0188953,0.00507856,0.002421631,0.001031248,0.001934615],"category_scores_gemma":[0.02900839,0.0005432801,0.0004300351,0.005458529,0.004212178,0.001852692,0.007628798,0.001541485,0.0002056777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04002976,"about_ca_system_score_gemma":0.09904516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9690926,"about_ca_topic_score_gemma":0.9881864,"domain_scores_codex":[0.9901455,0.002173438,0.0003000091,0.000767954,0.004199698,0.002413422],"domain_scores_gemma":[0.9799681,0.002408402,0.001892144,0.0004415678,0.007960976,0.00732879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003485782,0.0008765676,0.5474206,0.0002247864,0.00006559525,0.0002660571,0.3501869,0.0002143974,0.0003966345,0.002460248,0.004595235,0.09294439],"study_design_scores_gemma":[0.00003882315,0.0001869649,0.6231205,0.0002140503,0.00005939928,0.00008836568,0.3633332,0.0004261745,0.0002647817,0.0005461074,0.01164109,0.00008054999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902322,0.0007026888,0.0002955244,0.0005127792,0.00003602281,0.000142238,0.0002099218,0.00001923932,0.007849324],"genre_scores_gemma":[0.9976005,0.0004296018,0.0005385033,0.00006820947,0.000004032498,0.00005697854,0.0001449733,0.000006785998,0.001150481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9690926,"threshold_uncertainty_score":0.2904376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466846432933584,"score_gpt":0.3344177094262943,"score_spread":0.2877330661329359,"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."}}