{"id":"W1555318251","doi":"","title":"A Three-Step Process for the Development of Online Communities of Practice for New Teachers","year":2008,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Process (computing); Process management; Computer science; Mathematics education; Business; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05329758,0.001417845,0.001216483,0.004235163,0.0124292,0.005458899,0.004888079,0.003923071,0.01550703],"category_scores_gemma":[0.08597252,0.001810164,0.001973015,0.002196953,0.002834948,0.005110867,0.01528103,0.005618784,0.003362181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0057003,"about_ca_system_score_gemma":0.05180486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006964442,"about_ca_topic_score_gemma":0.02167039,"domain_scores_codex":[0.9655309,0.0230922,0.002564125,0.002461163,0.004853383,0.001498159],"domain_scores_gemma":[0.918146,0.0367686,0.00433233,0.01001873,0.02107691,0.00965748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007009005,0.007649659,0.004715554,0.002465532,0.00008686168,0.0007775994,0.1317328,0.001095408,0.01006746,0.01208378,0.01339182,0.8152326],"study_design_scores_gemma":[0.005170004,0.01530406,0.0768952,0.009054719,0.0007478393,0.00488447,0.3007265,0.02795243,0.08363187,0.1018037,0.3717496,0.002079697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1948486,0.0005233542,0.523712,0.006303003,0.0006173492,0.2403592,0.0007038384,0.003300653,0.02963196],"genre_scores_gemma":[0.09940845,0.000151094,0.8437708,0.0005848584,0.00003124593,0.04747847,0.0002212201,0.000140148,0.008213744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05329758,"threshold_uncertainty_score":0.2818679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07192914074672621,"score_gpt":0.3747805980055151,"score_spread":0.3028514572587888,"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."}}