{"id":"W2885957088","doi":"10.24908/pceea.v0i0.9489","title":"USING DESCRIBED AUDIO TOURS TO ENHANCE CONSTRUCTION ENGINEERING EDUCATION","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Legislation; Liability; Occupational safety and health; Engineering; Medical education; Public relations; Transport engineering; Business; Psychology; Political science; Medicine; Finance; Law","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":[0.0004449227,0.000548765,0.0001534083,0.0006175301,0.0004027318,0.000794174,0.000958975,0.0005353678,0.02534472],"category_scores_gemma":[0.001566654,0.0001358462,0.0003361207,0.0002139216,0.000298974,0.0005938556,0.00184459,0.0005529494,0.003862362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490309,"about_ca_system_score_gemma":0.0004721102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006582111,"about_ca_topic_score_gemma":0.003839759,"domain_scores_codex":[0.9996912,0.00008284,0.000009026337,0.00004743438,0.00009079325,0.00007859352],"domain_scores_gemma":[0.9991987,0.000357852,0.00006646119,0.00007109068,0.00009539686,0.0002104777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001073255,0.007679676,0.005907006,0.001702927,0.00003906053,0.001276524,0.008705338,0.00321648,0.05250871,0.003152726,0.0768943,0.837844],"study_design_scores_gemma":[0.001418575,0.01395149,0.1033398,0.001565405,0.0002474971,0.003645918,0.02300178,0.02291012,0.04479379,0.005931814,0.7788216,0.0003722252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280652,0.0008133369,0.09750155,0.002935232,0.001365177,0.002525085,0.001177097,0.009425674,0.1561916],"genre_scores_gemma":[0.6671389,0.00117869,0.2425069,0.001329715,0.0004101765,0.0018512,0.001058309,0.0004859218,0.08404005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534472,"threshold_uncertainty_score":0.08478659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111685082782599,"score_gpt":0.3911272592888461,"score_spread":0.3600104084610201,"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."}}