{"id":"W4396761666","doi":"10.1061/9780784485460.021","title":"Performance Assessment of a CO <sub>2</sub> -Based Demand-Controlled Frost Resilient Dual-Core Energy Recovery Ventilation System for Northern Housing","year":2024,"lang":"en","type":"article","venue":"","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Frost (temperature); Dual (grammatical number); Core (optical fiber); Environmental science; Computer science; Meteorology; Telecommunications; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076578,0.0004164945,0.0005232592,0.0001971908,0.000301459,0.0003166566,0.0007950437,0.0002939928,0.001326118],"category_scores_gemma":[0.0004397773,0.0001453724,0.0002531839,0.0001132715,0.0002520906,0.0003762849,0.0003044159,0.0001682493,0.0002652523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005008273,"about_ca_system_score_gemma":0.0002892224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002825954,"about_ca_topic_score_gemma":0.003181041,"domain_scores_codex":[0.9997063,0.00004864703,0.0000192752,0.0001032074,0.00008195541,0.00004045944],"domain_scores_gemma":[0.9997497,0.00005109065,0.00003056829,0.00002571867,0.0001082235,0.00003479292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004114785,0.001059748,0.01933348,0.0006063321,0.00011342,0.000284022,0.0003476895,0.0302349,0.8717542,0.0002150719,0.0006657857,0.07127063],"study_design_scores_gemma":[0.0002756128,0.01368321,0.07218321,0.00003212591,0.0001944195,0.0004427113,0.0004627879,0.2165724,0.6926723,0.0001013984,0.003304521,0.00007521926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957185,0.00006825007,0.003623193,0.00001484382,0.00001115809,0.00003454829,0.00006546273,0.0001199075,0.0003440622],"genre_scores_gemma":[0.9979495,0.00002566277,0.001511957,0.000006929394,0.000001785906,0.00001581414,0.00005191602,0.000006421269,0.0004298997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002825954,"threshold_uncertainty_score":0.005619049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383620673214984,"score_gpt":0.2636338922643953,"score_spread":0.2497976855322454,"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."}}