{"id":"W4391954535","doi":"10.3390/designs8020019","title":"Impact of Diffuser Location on Thermal Comfort Inside a Hospital Isolation Room","year":2024,"lang":"en","type":"article","venue":"Designs","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Diffuser (optics); Isolation (microbiology); Thermal comfort; Architectural engineering; Environmental science; Patient isolation; Medicine; Engineering; Medical emergency; Meteorology; Physics; University hospital; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004325198,0.00008303094,0.00007028646,0.00008426792,0.00001924172,0.00002418837,0.00004543162,0.00005869223,0.00003351547],"category_scores_gemma":[0.000004858134,0.00007188834,0.00005029318,0.0001897395,0.000007005964,0.0001392454,0.000004761845,0.00007139341,0.000005904946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006362436,"about_ca_system_score_gemma":0.00001913119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990633,"about_ca_topic_score_gemma":0.000002209729,"domain_scores_codex":[0.9996374,0.00000893668,0.000109373,0.00008020731,0.00007624752,0.00008786784],"domain_scores_gemma":[0.9998151,0.0000267728,0.00001282735,0.0001059075,0.00001780656,0.0000215503],"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":[0.00000704688,0.00002541568,0.001145737,0.00002091174,0.000045287,0.000001219648,0.0001988563,0.9884238,0.005234856,0.001274158,0.0003918905,0.003230837],"study_design_scores_gemma":[0.0001008907,0.0001743487,0.02450903,0.00006713119,0.00001428771,0.000001072434,0.000005166411,0.9714965,0.003293637,0.0001573132,0.0000695437,0.0001110413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794435,0.0001189256,0.2039713,0.000009776459,0.0001997895,0.00006655033,0.000002975996,0.0002256299,0.0009700662],"genre_scores_gemma":[0.999262,0.00001363297,0.000545372,0.000006448193,0.00005591949,0.00001017478,0.00002978364,0.0000248351,0.00005179371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048271,"threshold_uncertainty_score":0.2931521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302236612993617,"score_gpt":0.235019668068419,"score_spread":0.2219973019384828,"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."}}