{"id":"W2022742644","doi":"10.1002/j.2168-9830.2002.tb00668.x","title":"Integrating the Use of Commercial Simulators into Lecture Courses","year":2002,"lang":"en","type":"article","venue":"Journal of Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Computer science; Engineering education; Mathematics education; Simulation; Engineering management; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005054204,0.0008941708,0.0004882007,0.0009276178,0.0004238641,0.001428055,0.001477835,0.0007259771,0.00547916],"category_scores_gemma":[0.02230742,0.0005077125,0.0004863279,0.0005781513,0.0003803796,0.001609139,0.002013387,0.0009566146,0.002068661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007978388,"about_ca_system_score_gemma":0.001361437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978494,"about_ca_topic_score_gemma":0.00104385,"domain_scores_codex":[0.9956908,0.002203658,0.0003129742,0.0004630839,0.0008208418,0.0005086094],"domain_scores_gemma":[0.9807421,0.008999175,0.001433245,0.002928633,0.003408065,0.002488778],"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":[0.001799699,0.0233209,0.04912127,0.0008238847,0.00009726735,0.0005876134,0.002567263,0.0141118,0.06267431,0.002245631,0.005768564,0.8368818],"study_design_scores_gemma":[0.00253046,0.1075798,0.2313021,0.002054944,0.001091829,0.004816459,0.007922892,0.1457773,0.2907891,0.01283985,0.1924988,0.0007964604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237403,0.0003069971,0.06260955,0.0006869854,0.0001582237,0.001202146,0.0001014162,0.002694951,0.00849926],"genre_scores_gemma":[0.8993157,0.0002477026,0.09477119,0.0002268399,0.00006777819,0.0004531427,0.0003090162,0.0001313064,0.004477398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00547916,"threshold_uncertainty_score":0.02672952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546642205649279,"score_gpt":0.2440397069442373,"score_spread":0.2285732848877445,"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."}}