{"id":"W3214804029","doi":"10.1088/1742-6596/2042/1/012152","title":"Synchronized coupling of thermal mass and buoyancy ventilation: wood versus concrete","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Buoyancy; Thermal mass; Ventilation (architecture); Airflow; Scaling; Thermal; Mass flow rate; Coupling (piping); Mechanics; Flow (mathematics); Mass flow; Materials science; Environmental science; Structural engineering; Meteorology; Engineering; Physics; Thermodynamics; Composite material; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005952252,0.0003131939,0.0002980588,0.0002008429,0.0002937831,0.0004285749,0.0004198908,0.0002450347,0.001283066],"category_scores_gemma":[0.002110393,0.0002376113,0.0001548953,0.0001074082,0.0004864436,0.0003930031,0.00045755,0.0002823252,0.000141739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407378,"about_ca_system_score_gemma":0.0002878568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499342,"about_ca_topic_score_gemma":0.002202232,"domain_scores_codex":[0.9995529,0.00008863911,0.00002946908,0.0001113611,0.0001354801,0.00008212098],"domain_scores_gemma":[0.9986935,0.0006071259,0.0001677791,0.0001816898,0.0002322275,0.0001176066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000788637,0.0003897861,0.003659256,0.00006230355,0.00001501453,0.00005168979,0.0001389081,0.006628923,0.9769828,0.0003457902,0.0000824039,0.01085453],"study_design_scores_gemma":[0.0002084783,0.004369259,0.02699126,0.00001918607,0.00004237332,0.00005176806,0.0001581867,0.05474511,0.9113401,0.0003321535,0.001698364,0.00004391437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915947,0.00002667639,0.007585181,0.00001303078,0.00001652055,0.00005965893,0.00001909271,0.00005586551,0.0006291935],"genre_scores_gemma":[0.9951373,0.00001071718,0.004474887,0.0000117683,0.000002903307,0.00004095009,0.00001252684,0.00001668016,0.0002924589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499342,"threshold_uncertainty_score":0.004292309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861332054242027,"score_gpt":0.2308077690257644,"score_spread":0.2121944484833441,"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."}}