{"id":"W2810152036","doi":"10.1007/978-3-319-93882-0_5","title":"Experimental Investigation of the Retention of Emergency Egress Competence Acquired in a Virtual Environment","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Competence (human resources); Knowledge retention; Submarine pipeline; Retention rate; Computer science; Psychology; Simulation; Medical education; Engineering; Computer security; Medicine; Geotechnical engineering; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000314505,0.0001784135,0.0004029296,0.0001648343,0.00004346658,0.000003530858,0.0001038116,0.0001315842,0.00008113754],"category_scores_gemma":[0.00002091163,0.0001506835,0.0000672934,0.00006906379,0.0001831363,0.00006256239,0.00006726438,0.0001318584,0.00000246082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198509,"about_ca_system_score_gemma":0.00007032904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182736,"about_ca_topic_score_gemma":0.000009242856,"domain_scores_codex":[0.998022,0.00007091377,0.001144192,0.0002992916,0.0003376094,0.0001260561],"domain_scores_gemma":[0.9986041,0.0001307508,0.0008323294,0.0002785619,0.0001080353,0.00004628153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002682772,0.0001993752,0.873323,0.005127587,0.00009807814,0.000005527971,0.02794253,0.03553499,0.003257505,0.04621411,0.00005327737,0.007975744],"study_design_scores_gemma":[0.006441752,0.006252075,0.2802734,0.1770531,0.0004805333,0.000157985,0.09506109,0.3223948,0.07684541,0.02075122,0.01062026,0.003668287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694833,0.02301886,0.001193279,0.00004763428,0.00274645,0.001422965,0.0000118726,0.0000120655,0.002063611],"genre_scores_gemma":[0.9978581,0.0005451421,0.0001386186,0.00001144445,0.0001592779,0.00001419011,0.00002223647,0.00001921177,0.001231778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5930495,"threshold_uncertainty_score":0.6144695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476454293663761,"score_gpt":0.3248147728280105,"score_spread":0.2771693434616344,"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."}}