{"id":"W2148283308","doi":"10.1177/1046878109334007","title":"Identity Crisis: Simulations and Models","year":2009,"lang":"en","type":"article","venue":"Simulation & Gaming","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Simulation modeling; Task (project management); Identity (music); Observer (physics); Scientific modelling; Epistemology; Mathematics; Mathematical economics; Engineering; Physics; Systems engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004536829,0.0005280959,0.0006058788,0.001166162,0.003688951,0.008984817,0.001710656,0.003608911,0.01394018],"category_scores_gemma":[0.01804293,0.0003496525,0.0006763139,0.001092986,0.01814667,0.01238766,0.0066509,0.005901564,0.00109107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005433479,"about_ca_system_score_gemma":0.003538293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005978629,"about_ca_topic_score_gemma":0.002787724,"domain_scores_codex":[0.9946985,0.004096437,0.00009397249,0.0002986146,0.000517368,0.0002951357],"domain_scores_gemma":[0.9927679,0.004854931,0.0004677771,0.0008368409,0.000463324,0.0006090953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000692142,0.000006593898,0.00009962668,0.00001044434,0.000002598608,0.00001646042,0.0009107345,0.001315264,0.000006052811,0.9953372,0.001110553,0.001177412],"study_design_scores_gemma":[0.00001004238,0.000007911739,0.0000732414,0.00005682947,0.000002619433,0.00003369058,0.00156427,0.006944254,0.00003294751,0.9662439,0.02502353,0.000006797508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06424071,0.007019639,0.1166389,0.1357309,0.001531204,0.0001110209,0.00016089,0.0002601805,0.6743065],"genre_scores_gemma":[0.9690166,0.002402009,0.00822359,0.002410351,0.0002377182,0.0001229439,0.00006965061,0.0001121127,0.01740494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9963111,"threshold_uncertainty_score":0.04663455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357034563179496,"score_gpt":0.2893969497563695,"score_spread":0.1958266041245746,"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."}}