{"id":"W3188081025","doi":"10.1145/3450623.3464638","title":"Simulation and Visualization of Virus Transmission for Architectural Design Analysis","year":2021,"lang":"en","type":"article","venue":"","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Computer science; Flexibility (engineering); Transmission (telecommunications); Context (archaeology); Scalability; Visualization; Architectural design; Relation (database); Simulation; Architecture; Telecommunications; Artificial intelligence; Database","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":[0.0006949582,0.0009833631,0.0005512068,0.0008997821,0.0006228203,0.001688298,0.0008522263,0.001063804,0.01326447],"category_scores_gemma":[0.002488933,0.000486362,0.0009870342,0.000513208,0.0004840036,0.0008044308,0.001541136,0.001094029,0.001137678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859724,"about_ca_system_score_gemma":0.00133626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007775885,"about_ca_topic_score_gemma":0.01092014,"domain_scores_codex":[0.9995615,0.0001529586,0.00003584108,0.00004770703,0.0001538215,0.0000481268],"domain_scores_gemma":[0.9988624,0.0006231581,0.00007104127,0.0001616504,0.0001848568,0.00009695238],"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":[0.000144834,0.0001680371,0.005366761,0.0003413433,0.00007104872,0.0002779349,0.001097656,0.9158754,0.01624914,0.01385544,0.008125812,0.03842657],"study_design_scores_gemma":[0.00002759725,0.00005014847,0.0008951086,0.0000477975,0.00001651894,0.00005801739,0.0001672681,0.9734117,0.003224585,0.004728387,0.01734284,0.00003012289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1479585,0.0007496839,0.7993104,0.001602177,0.0004947595,0.000429665,0.004463053,0.01162687,0.03336499],"genre_scores_gemma":[0.6681879,0.0009173132,0.3175205,0.0002100777,0.00008237792,0.0004952683,0.002673268,0.001215811,0.008697599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01326447,"threshold_uncertainty_score":0.04437411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591545645629781,"score_gpt":0.349017628523241,"score_spread":0.3131021720669432,"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."}}