{"id":"W7036771318","doi":"","title":"Contaminant removal effectiveness of displacement ventilation systems during heating season: summary results from three field studies","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Displacement ventilation; ASHRAE 90.1; Ceiling (cloud); Ventilation (architecture); Indoor air quality; Energy recovery ventilation; Natural ventilation; Stratification (seeds)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009069247,0.0004948385,0.0006622586,0.000526517,0.0009851331,0.0006821622,0.0006227829,0.0003564631,0.0007794289],"category_scores_gemma":[0.001044439,0.0002381917,0.0004969031,0.0006385338,0.0004993837,0.0003780035,0.0003405569,0.0002690145,0.0001827118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421009,"about_ca_system_score_gemma":0.001121177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1032057,"about_ca_topic_score_gemma":0.2174516,"domain_scores_codex":[0.9993302,0.0001160736,0.00004662303,0.0001717395,0.0002215221,0.0001139315],"domain_scores_gemma":[0.9986505,0.0003562696,0.000218154,0.00008156236,0.0005958157,0.00009782443],"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":[0.004372794,0.002732245,0.3608468,0.001221943,0.0003656749,0.000384008,0.004592206,0.003726854,0.5316859,0.00009718951,0.0004571315,0.08951736],"study_design_scores_gemma":[0.00007303373,0.01333018,0.8285704,0.0000376151,0.0002519394,0.0002280587,0.002878723,0.001209017,0.1512869,0.00005600251,0.002019526,0.00005864918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990348,0.0001197575,0.0002761913,0.000004933409,0.000001332129,0.00004656113,0.0001423377,0.000007802033,0.0003664017],"genre_scores_gemma":[0.9972548,0.0001925853,0.001250467,0.00001526724,0.00000254887,0.00004074634,0.0004329322,0.000006084383,0.000804703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032057,"threshold_uncertainty_score":0.2052099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935753039507332,"score_gpt":0.2321047403800603,"score_spread":0.182747209984987,"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."}}