{"id":"W4308087366","doi":"10.1109/ds-rt55542.2022.9932051","title":"Cell-DEVS CO2 Models With Occupants and Ducts","year":2022,"lang":"en","type":"article","venue":"","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"DEVS; Doors; Computer science; Formalism (music); Simulation; Ventilation (architecture); Modeling and simulation; Engineering; Mechanical engineering; Operating system","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":[0.0004140078,0.0008021237,0.0008088671,0.000415848,0.0006083298,0.001187494,0.001692745,0.001342937,0.008959082],"category_scores_gemma":[0.001401209,0.0005607276,0.001495341,0.0005974714,0.0006259388,0.00063279,0.001161191,0.001208901,0.001032208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008530014,"about_ca_system_score_gemma":0.001142964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652605,"about_ca_topic_score_gemma":0.01139659,"domain_scores_codex":[0.9997397,0.00004924399,0.00001740029,0.00005358216,0.00009257857,0.00004744672],"domain_scores_gemma":[0.9992829,0.0003859758,0.00005657045,0.00006631028,0.0001344106,0.00007394054],"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":[0.00003608428,0.0000246343,0.0009304084,0.0000789167,0.00002061195,0.000119769,0.00008544101,0.9528255,0.002005255,0.03794235,0.001980816,0.003950231],"study_design_scores_gemma":[0.00001954276,0.00001102029,0.00009320387,0.000009092736,0.000008536363,0.00002735155,0.00001735284,0.9835519,0.001671513,0.004899117,0.009681334,0.00001004476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07837004,0.0006309707,0.8695663,0.00061685,0.0003932844,0.000183561,0.009314202,0.004157736,0.03676705],"genre_scores_gemma":[0.622487,0.001224201,0.327312,0.0003999537,0.0001283813,0.001269124,0.008694456,0.001579824,0.0369051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01652605,"threshold_uncertainty_score":0.03285968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363717124688751,"score_gpt":0.1513387808587001,"score_spread":0.1449750637340114,"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."}}