{"id":"W7019599489","doi":"","title":"Heating, ventilation and air conditioning: Validation of system cleaning initiation criteria under real conditions","year":2010,"lang":"fr","type":"article","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"General interest; Air movement; Information scientist","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006971919,0.000960805,0.0009620058,0.001580934,0.000720382,0.002357756,0.0009682489,0.001251646,0.004588572],"category_scores_gemma":[0.01490639,0.0004883296,0.00104965,0.0006811299,0.000643355,0.001125865,0.0009572187,0.0007308533,0.001093196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028395,"about_ca_system_score_gemma":0.001680894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00949736,"about_ca_topic_score_gemma":0.008827895,"domain_scores_codex":[0.9954364,0.0009850967,0.0004514215,0.0007262781,0.002174906,0.0002259863],"domain_scores_gemma":[0.9885316,0.005174346,0.000642935,0.001220924,0.00427079,0.0001593963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003322019,0.0008866974,0.04476449,0.004482814,0.0004959907,0.0001772504,0.001816537,0.1703293,0.3399205,0.00305856,0.005718133,0.4250277],"study_design_scores_gemma":[0.0002554365,0.003218939,0.07132592,0.0005392644,0.0003599786,0.0002251849,0.001042942,0.373343,0.5195053,0.001378059,0.02852557,0.0002803615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6698197,0.002308296,0.3066778,0.0003467172,0.000439033,0.001397286,0.002207199,0.003819444,0.01298468],"genre_scores_gemma":[0.8726544,0.0005338675,0.1184481,0.0000794588,0.00002473025,0.0007530197,0.001375769,0.0003748969,0.005755716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00949736,"threshold_uncertainty_score":0.03687149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177460867795816,"score_gpt":0.2511193779893716,"score_spread":0.2393447693114135,"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."}}