{"id":"W1494152709","doi":"","title":"Game-based trench safety education: development and lessons learned","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serious game; Engineering; Multimedia; Business; Psychology; Medical education; Engineering management; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002408723,0.001168762,0.0004514709,0.001313508,0.0005277389,0.002231833,0.002949331,0.001235709,0.002361251],"category_scores_gemma":[0.004939384,0.0004575928,0.0004274012,0.0005588346,0.0008925034,0.001605573,0.002179263,0.00126077,0.0007108191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262926,"about_ca_system_score_gemma":0.00219722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288198,"about_ca_topic_score_gemma":0.009479479,"domain_scores_codex":[0.9986719,0.0005469207,0.00007948502,0.0001447648,0.0003873271,0.0001696764],"domain_scores_gemma":[0.9979445,0.0008862397,0.00007351689,0.0001527633,0.0004584773,0.0004844361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001143286,0.004912561,0.008144718,0.00143493,0.00004848775,0.001205591,0.01612446,0.00540822,0.0122492,0.006755103,0.007791855,0.9358105],"study_design_scores_gemma":[0.000595633,0.01293019,0.07383167,0.007129395,0.0003168218,0.01022251,0.06205129,0.05118801,0.09039801,0.02042872,0.6704887,0.0004189641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102538,0.004956018,0.1908355,0.005612782,0.0005358774,0.005428541,0.0004096152,0.002524552,0.07944328],"genre_scores_gemma":[0.4998801,0.009747946,0.4497049,0.0008186391,0.0001004038,0.002015576,0.0007638753,0.0003706563,0.03659787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003288198,"threshold_uncertainty_score":0.0127387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2508782325557226,"score_gpt":0.4884067757779614,"score_spread":0.2375285432222389,"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."}}