{"id":"W3177941549","doi":"10.24908/pceea.vi0.14870","title":"CULTIVATING COMMUNITIES OF PRACTICE ON A NATIONAL SCALE TO SUPPORT THE SHIFT TO REMOTE EDUCATION","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; York University","funders":"Memorial University of Newfoundland; Dalhousie University; York University; École de technologie supérieure; Lakehead University; Queen's University; University of Toronto; Université de Sherbrooke; Université de Moncton; University of Windsor; University of Regina; McGill University; University of Ottawa","keywords":"Process (computing); Principal (computer security); Scale (ratio); Sociology; Coronavirus disease 2019 (COVID-19); Public relations; Pedagogy; Knowledge management; Political science; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01556135,0.0004007538,0.0003285464,0.002022054,0.01198756,0.007813825,0.002555148,0.001238128,0.006251168],"category_scores_gemma":[0.01957722,0.0003666528,0.0003517733,0.001084938,0.008000239,0.005357053,0.01823644,0.002172287,0.0007104923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00959244,"about_ca_system_score_gemma":0.04530226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05267787,"about_ca_topic_score_gemma":0.1892235,"domain_scores_codex":[0.9908511,0.004552718,0.0002254245,0.001128713,0.001567755,0.001674249],"domain_scores_gemma":[0.9814559,0.005469429,0.001392468,0.002555665,0.003420161,0.005706368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009045789,0.001284006,0.04679045,0.0004486135,0.00004684643,0.001759137,0.4983631,0.001069711,0.01025314,0.05466149,0.00910446,0.3761287],"study_design_scores_gemma":[0.00007983686,0.000678667,0.03384,0.0009517311,0.00004471844,0.0008854095,0.6540451,0.002479178,0.002424992,0.02239346,0.2820723,0.0001045422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7849553,0.0009111802,0.04828365,0.01360194,0.0002834791,0.00234933,0.00008255243,0.0003422945,0.1491903],"genre_scores_gemma":[0.9607359,0.00033605,0.03038303,0.0005080513,0.00002542569,0.0003689832,0.00004779731,0.00004304263,0.007551651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05267787,"threshold_uncertainty_score":0.1047425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771928514521727,"score_gpt":0.344391960802309,"score_spread":0.3166726756570917,"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."}}