{"id":"W2231532534","doi":"","title":"Developing a Community of Videoconference Users","year":2007,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Videoconferencing; Variety (cybernetics); Multimedia; Teleconference; Quality (philosophy); Computer science; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004282683,0.0002723197,0.0003700771,0.0003262392,0.0009405084,0.0001803714,0.0004225464,0.0001978276,0.0003122272],"category_scores_gemma":[0.00077673,0.0003102206,0.0000433332,0.001235345,0.000409083,0.0006257509,0.00008661253,0.001468237,0.00002848511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661147,"about_ca_system_score_gemma":0.002782022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01803327,"about_ca_topic_score_gemma":0.02633924,"domain_scores_codex":[0.9954861,0.001847884,0.0006955668,0.0004717147,0.0009111114,0.0005876194],"domain_scores_gemma":[0.9963287,0.001058299,0.001477212,0.0003678816,0.000498093,0.0002697972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001551262,0.0003239883,0.3577367,0.0001205287,0.00001508954,0.000001024416,0.01204822,0.000007105212,0.0001820433,0.5655875,0.00013907,0.06368354],"study_design_scores_gemma":[0.0003670557,0.0002647035,0.8410877,0.0006230274,0.00001659641,0.000001358491,0.03691934,0.00001560719,0.0002781273,0.03851729,0.08148982,0.0004193684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6651116,0.0002278382,0.0003199864,0.01797936,0.001749185,0.0007480016,0.000003953747,0.00009825733,0.3137618],"genre_scores_gemma":[0.98003,0.0006934623,0.00252074,0.0009463325,0.0002215723,0.00006231271,0.00001811315,0.00002911894,0.01547838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270702,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641580107569288,"score_gpt":0.4063047529377376,"score_spread":0.2421467421808088,"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."}}