{"id":"W7005340216","doi":"","title":"Primary school buildings renovation in cold climates : optimizing window size and opening for thermal comfort, indoor air quality and energy performance","year":2022,"lang":"fr","type":"other","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Air temperature; Natural ventilation; Cold winter; Thermal comfort; Indoor air quality; Controlled ventilation","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":[0.0003777404,0.0005900824,0.0006717278,0.000450036,0.0004308228,0.0009981057,0.0005609412,0.0003550241,0.002564935],"category_scores_gemma":[0.0004033891,0.0002977634,0.0007680701,0.0003683104,0.0002861848,0.0004758976,0.0004405466,0.0003000591,0.0004583592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005986531,"about_ca_system_score_gemma":0.0008214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213654,"about_ca_topic_score_gemma":0.03237527,"domain_scores_codex":[0.9997959,0.00002588981,0.000008540878,0.00004769419,0.0000734818,0.00004849362],"domain_scores_gemma":[0.9997784,0.00006829205,0.00004073978,0.00002569779,0.00005364068,0.00003321763],"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":[0.001391612,0.000800658,0.06669369,0.00125176,0.000202773,0.0004006857,0.000932432,0.4134119,0.3541533,0.00156012,0.0007974107,0.1584037],"study_design_scores_gemma":[0.0001574665,0.003517993,0.2373225,0.000160159,0.0005752688,0.0001790448,0.001804258,0.5298885,0.2117068,0.001061905,0.01349545,0.0001308266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823321,0.0003784589,0.01415642,0.00002660173,0.00001550695,0.00004792546,0.0001330211,0.0001637369,0.002746378],"genre_scores_gemma":[0.9924298,0.0002039628,0.005143109,0.00000354763,0.00000227704,0.00002735625,0.0001118025,0.00003013065,0.002047995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213654,"threshold_uncertainty_score":0.02413183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119885886901826,"score_gpt":0.2211311711299528,"score_spread":0.1899323122609345,"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."}}