{"id":"W2521134616","doi":"10.1080/02286203.2001.11442196","title":"Experiences with Devs Modelling and Simulation","year":2001,"lang":"en","type":"article","venue":"International Journal of Modelling and Simulation","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Computer science; Discrete event simulation; Formalism (music); Comprehension; Complex system; Software engineering; Modeling and simulation; Systems engineering; Simulation; Programming language; Engineering; Artificial intelligence","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":[0.0009214703,0.0001204612,0.0001886741,0.000372845,0.0001539433,0.0003390067,0.0002536676,0.0000684718,0.00004244671],"category_scores_gemma":[0.0001262631,0.00008710424,0.0000524671,0.0002281692,0.00007052719,0.0008290774,0.00003454597,0.0001249209,0.000002458652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003130145,"about_ca_system_score_gemma":0.00003434458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694407,"about_ca_topic_score_gemma":0.000001887063,"domain_scores_codex":[0.9977875,0.00004076041,0.0007317745,0.0002336863,0.001097812,0.0001084402],"domain_scores_gemma":[0.9969376,0.0009573516,0.0005315736,0.0001296579,0.001348387,0.00009537827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001396673,0.00002392913,0.00207667,6.637787e-7,0.00001592803,0.00000427957,0.002395069,0.9776018,0.000009698865,0.0003810087,0.000005545535,0.01734576],"study_design_scores_gemma":[0.0004261494,0.00007184086,0.0001535531,0.00003509005,0.00001219458,0.00003878463,0.001472826,0.9799211,0.0000648311,0.01530325,0.002395897,0.0001044614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4893833,0.00009388068,0.5100952,0.0002019433,0.00005798954,0.00004922759,0.000001015104,0.00001107368,0.0001064067],"genre_scores_gemma":[0.9864817,0.0001103515,0.01301405,0.00008095097,0.0001982616,0.000003422852,0.000002642068,0.0000096196,0.00009898422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4970985,"threshold_uncertainty_score":0.3552008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564109548227222,"score_gpt":0.4207447506427298,"score_spread":0.2643337958200076,"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."}}