{"id":"W2171824238","doi":"","title":"Profound Improvement: Building Capacity for a Learning Community","year":2000,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":365,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Professional learning community; Interpersonal communication; Professional development; Community of practice; Context (archaeology); Pedagogy; Psychology; Social learning; Learning community; Presupposition; Experiential learning; Interdependence; Narrative; Sociology; Knowledge management; Social psychology; Epistemology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001582696,0.0004192019,0.0007867196,0.0001797546,0.0005062772,0.00001720756,0.0005464373,0.002235781,0.0184415],"category_scores_gemma":[0.000322118,0.0003619781,0.0001651703,0.00006726222,0.001207284,0.0000334517,0.0001563145,0.003334377,0.000229532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009524525,"about_ca_system_score_gemma":0.0002563332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724116,"about_ca_topic_score_gemma":0.00006604443,"domain_scores_codex":[0.9967531,0.0009433154,0.0006167876,0.0006829568,0.0002696081,0.0007342198],"domain_scores_gemma":[0.9966087,0.002306049,0.000275606,0.0003685439,0.00008070309,0.0003604108],"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":[0.001073335,0.002177251,0.005211954,0.0005001081,0.001564029,0.000185949,0.003759699,7.751838e-7,0.00003920548,0.5455638,0.06344084,0.3764831],"study_design_scores_gemma":[0.002287375,0.002685563,0.005083886,0.0001041448,0.0001820532,0.0005778098,0.0001331954,0.00001038243,0.000002816938,0.4816364,0.5067686,0.0005277242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2126347,0.001395578,0.002229429,0.003122391,0.004710002,0.001271314,0.00008090343,0.000197702,0.774358],"genre_scores_gemma":[0.03937831,0.0001968735,0.0008755179,0.006620746,0.001008286,0.0007821183,0.000719621,0.00006528485,0.9503533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4433278,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05786386422601696,"score_gpt":0.3831813692482973,"score_spread":0.3253175050222804,"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."}}