{"id":"W107957279","doi":"10.1177/104515950101200103","title":"Creating Continuing Professional Online Learning Communities","year":2001,"lang":"en","type":"article","venue":"Adult Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing education; Professional learning community; Online learning; Professional development; Pedagogy; Adult education; Sociology; Adult Learning; Psychology; Mathematics education; Medical education; Computer science; World Wide Web; Medicine","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":[0.009238863,0.0004233895,0.0003246475,0.003298065,0.005531709,0.007394935,0.002946479,0.002181658,0.02339377],"category_scores_gemma":[0.02383513,0.000453993,0.0006829837,0.001471066,0.001676951,0.008235342,0.01374703,0.002111793,0.005731754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372588,"about_ca_system_score_gemma":0.007933155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037629,"about_ca_topic_score_gemma":0.002774365,"domain_scores_codex":[0.9934011,0.002492776,0.0003079249,0.0008582092,0.002090982,0.0008490192],"domain_scores_gemma":[0.9769323,0.004001462,0.001078454,0.002899664,0.005215545,0.009872627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009270059,0.00116977,0.006867237,0.0003614622,0.00003492329,0.00103075,0.04033357,0.0007113789,0.002716961,0.06268592,0.07952268,0.8044726],"study_design_scores_gemma":[0.0001106031,0.0004735492,0.0036437,0.0004093395,0.00002787711,0.0008470337,0.02072489,0.003907783,0.00180529,0.05186979,0.9160939,0.00008621562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2633882,0.003407388,0.2258846,0.02463477,0.003358631,0.005546498,0.0005085781,0.003625995,0.4696455],"genre_scores_gemma":[0.552412,0.001873175,0.2578161,0.003036213,0.00148577,0.002875614,0.001322929,0.0006350789,0.1785432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02339377,"threshold_uncertainty_score":0.07826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959419271765163,"score_gpt":0.335131296070918,"score_spread":0.3155371033532663,"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."}}