{"id":"W4323309625","doi":"10.55667/ijede.2022.v37.i2.1273","title":"Virtual Communities of Practice for Faculty and Staff in Higher Education","year":2023,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; SAIT Polytechnic","funders":"","keywords":"Medical education; Pandemic; Virtual learning environment; Coronavirus disease 2019 (COVID-19); Higher education; Online learning; Community of practice; Digital learning; Psychology; Knowledge management; Public relations; Pedagogy; Political science; Computer science; Multimedia; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03062392,0.0003991434,0.001095418,0.006172179,0.004311688,0.007089366,0.001520104,0.002082369,0.002456248],"category_scores_gemma":[0.09072147,0.0004023327,0.00109887,0.004570581,0.003422407,0.006131806,0.007969161,0.001369963,0.0002020499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007257561,"about_ca_system_score_gemma":0.03091513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555543,"about_ca_topic_score_gemma":0.03075041,"domain_scores_codex":[0.9542139,0.03704914,0.002453252,0.0007643824,0.00451573,0.001003646],"domain_scores_gemma":[0.9347262,0.04938632,0.005989914,0.001396387,0.004360078,0.004141032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000214956,0.0004337662,0.00893416,0.05112518,0.0004481577,0.0002868581,0.04731199,0.0002318389,0.0002323265,0.01071975,0.005430663,0.8746303],"study_design_scores_gemma":[0.0009183079,0.003304314,0.04301104,0.3200938,0.001715373,0.001368066,0.2460588,0.000560949,0.0007665115,0.03043078,0.3515022,0.0002698925],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2182907,0.695895,0.00618791,0.03175509,0.00206535,0.005922356,0.0004721091,0.0001303844,0.03928096],"genre_scores_gemma":[0.7993315,0.1659606,0.02519499,0.003420385,0.0003738337,0.003920042,0.0001823295,0.00001735643,0.001599044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03062392,"threshold_uncertainty_score":0.1619567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07584792654786583,"score_gpt":0.430553526248499,"score_spread":0.3547055997006332,"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."}}