{"id":"W2032246845","doi":"10.1109/fie.2010.5673155","title":"Work in progress &amp;#x2014; Developing educational opportunities in agent-based modeling","year":2010,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Teamwork; Creativity; Context (archaeology); Computer science; Work (physics); Knowledge management; Modeling and simulation; Engineering management; Simulation; Engineering; Psychology; Management","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":[0.009075456,0.001105971,0.000934727,0.001748866,0.001296153,0.004539631,0.00267097,0.00336509,0.05089303],"category_scores_gemma":[0.01032573,0.000641417,0.001634439,0.00198393,0.00110922,0.004594886,0.003342872,0.00250537,0.017844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117282,"about_ca_system_score_gemma":0.003954316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007425522,"about_ca_topic_score_gemma":0.003248141,"domain_scores_codex":[0.9969073,0.001391803,0.0001109762,0.0003089846,0.0007605121,0.0005204713],"domain_scores_gemma":[0.9899075,0.003294272,0.0001896605,0.00118972,0.002552883,0.002866008],"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":[0.0003212823,0.002349665,0.001926756,0.0005990432,0.00009434798,0.0003366919,0.002848341,0.01076482,0.007420379,0.02738766,0.1010812,0.8448698],"study_design_scores_gemma":[0.0003607444,0.0009508918,0.002727668,0.0006845125,0.0001235195,0.0005157992,0.001914264,0.06731236,0.01784763,0.0259642,0.881457,0.0001412823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04393545,0.01047078,0.7127324,0.03324148,0.005978857,0.001159196,0.0009379172,0.007051032,0.1844928],"genre_scores_gemma":[0.1356112,0.01621312,0.5818411,0.003181382,0.002413892,0.0008732206,0.00639105,0.002384789,0.2510903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05089303,"threshold_uncertainty_score":0.1702542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314283083915962,"score_gpt":0.3159451478031891,"score_spread":0.1845168394115929,"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."}}