{"id":"W1931483688","doi":"10.24908/pceea.v0i0.5862","title":"DELIVERY OF A GRADUATE COURSE IN FIRE PERFORMANCE TESTING USING VIDEOCONFERENCE TECHNOLOGY","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Coursework; Videoconferencing; Modular design; Fire safety; Engineering management; Computer science; Engineering; Medical education; Multimedia; Civil engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251638,0.00007647288,0.0001274429,0.0002901988,0.000155614,0.0000358504,0.0002587783,0.000132405,0.000003756528],"category_scores_gemma":[0.00342405,0.00008247032,0.00002442278,0.00129797,0.00004301447,0.0002695042,0.00002058315,0.0002190318,0.000001413985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659618,"about_ca_system_score_gemma":0.00402587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07959472,"about_ca_topic_score_gemma":0.01635841,"domain_scores_codex":[0.9990934,0.00001372039,0.0002234827,0.0001126044,0.0002880521,0.0002687363],"domain_scores_gemma":[0.9983962,0.00006008122,0.0003532107,0.00005056162,0.001027797,0.0001121825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001761988,0.0000288025,0.9790866,0.00009925551,0.00001399465,5.518873e-8,0.007517677,0.002614284,0.001027171,0.003338006,0.0005156362,0.005756737],"study_design_scores_gemma":[0.001178912,0.0001525512,0.8029376,0.003453365,0.0001698207,0.000008604424,0.03372812,0.1276907,0.007888986,0.003298649,0.01827851,0.001214123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940749,0.00008668848,0.000002817195,0.001946411,0.0003228695,0.000199071,0.000002597885,0.00003343798,0.003331238],"genre_scores_gemma":[0.9979839,0.000009295665,0.001675599,0.00003721849,0.00006034598,0.00001568609,7.498733e-7,0.000009868837,0.0002073919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176149,"threshold_uncertainty_score":0.9265344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284895897452753,"score_gpt":0.2755805331849485,"score_spread":0.222731574210421,"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."}}