{"id":"W4403098484","doi":"10.63044/w24zha21","title":"Performance and Usage of Mechanical Residential Kitchen Ventilation","year":2024,"lang":"en","type":"article","venue":"","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Architectural engineering; Environmental science; Computer science; Automotive engineering; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009708724,0.0002348558,0.0001871245,0.0006536174,0.0001709438,0.0005010917,0.0004579205,0.0001821369,0.001070145],"category_scores_gemma":[0.002190269,0.0001267289,0.0003549244,0.00082199,0.0002199261,0.0005348295,0.0003430067,0.0001079001,0.0002017682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184574,"about_ca_system_score_gemma":0.0001672255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002457943,"about_ca_topic_score_gemma":0.004913627,"domain_scores_codex":[0.99889,0.0003246985,0.0001505779,0.0002404508,0.0003173378,0.00007686383],"domain_scores_gemma":[0.9982455,0.0005842602,0.000621484,0.0001037043,0.0003861508,0.00005887934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002374759,0.0000834778,0.9008028,0.0006961258,0.0002184007,0.0002203542,0.0009179866,0.0009851208,0.008933042,0.0001078942,0.0002931807,0.08650413],"study_design_scores_gemma":[0.000002701783,0.0003856239,0.9896506,0.0001286483,0.0001214651,0.0005736329,0.0008435562,0.0006349577,0.00555188,0.00005052153,0.002040405,0.00001604119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957556,0.001650586,0.0007521153,0.00002615443,0.000005684505,0.00001716568,0.0002766332,0.00001456737,0.001501512],"genre_scores_gemma":[0.9975811,0.0009059948,0.0008396161,0.00001445401,0.000004909375,0.00001077554,0.0002909735,0.000005908755,0.0003463393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002457943,"threshold_uncertainty_score":0.005134523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380466387480401,"score_gpt":0.2746763788568758,"score_spread":0.2608717149820718,"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."}}