{"id":"W2188984674","doi":"","title":"Retrofit of Bungalow Houses in Quebec to Improve Energy Efficiency and Thermal Comfort","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overheating (electricity); Thermal comfort; Natural ventilation; Environmental science; Meteorology; Thermal; Ventilation (architecture); Architectural engineering; Engineering; Geography; Electrical 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":[0.0004433945,0.0003222656,0.0002166457,0.0002607673,0.002483322,0.0008836153,0.0009997183,0.0003114054,0.005370013],"category_scores_gemma":[0.0003895212,0.0001071331,0.0001924408,0.0004961596,0.0005288606,0.0002694121,0.0004036737,0.0004618094,0.0002998118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422556,"about_ca_system_score_gemma":0.007902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8951916,"about_ca_topic_score_gemma":0.9793932,"domain_scores_codex":[0.9996891,0.00007543702,0.00000425466,0.00004097909,0.00009465207,0.00009562023],"domain_scores_gemma":[0.9997181,0.00002702529,0.00002093034,0.00001653858,0.0001662245,0.00005102788],"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":[0.002926527,0.003127487,0.2787372,0.0005131821,0.000281878,0.004969126,0.03062306,0.0396272,0.1053285,0.00856282,0.01618465,0.5091184],"study_design_scores_gemma":[0.0001555564,0.002089798,0.7979898,0.0001458955,0.0001064967,0.0004187555,0.05437112,0.02362772,0.02099215,0.000348578,0.09965492,0.00009915082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879733,0.0001120364,0.0008044909,0.0001261347,0.00001180533,0.00005688981,0.0001451055,0.00002746856,0.01074263],"genre_scores_gemma":[0.9807972,0.0001108374,0.001586742,0.00004707374,0.000002493709,0.00002017527,0.0001451,0.00001325252,0.01727732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048084,"threshold_uncertainty_score":0.2108512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267546595949229,"score_gpt":0.2301856426878598,"score_spread":0.2034309830929369,"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."}}