{"id":"W2742292664","doi":"10.1016/j.firesaf.2017.07.002","title":"Dimensionless analytical solutions for steady-state fire smoke spread through high-rise shaft","year":2017,"lang":"en","type":"article","venue":"Fire Safety Journal","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Dimensionless quantity; Smoke; Steady state (chemistry); Mechanics; Poison control; Environmental science; Engineering; Structural engineering; Materials science; Forensic engineering; Waste management; Physics; Chemistry; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007316654,0.0002902221,0.0004312482,0.00005894219,0.002364752,0.000377965,0.0007538075,0.0001803404,0.0001960828],"category_scores_gemma":[0.0002053033,0.0002669539,0.0003186844,0.00009365423,0.0001889058,0.0005560463,0.0002411428,0.0008331705,0.00006466571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475246,"about_ca_system_score_gemma":0.0001204021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246421,"about_ca_topic_score_gemma":0.00008714259,"domain_scores_codex":[0.9975917,0.00004856681,0.0005706294,0.0002790429,0.0004690993,0.001040943],"domain_scores_gemma":[0.9983651,0.0001749264,0.0001367738,0.0007443672,0.0002443302,0.0003345243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00171358,0.0007286183,0.00645938,0.0007788675,0.002656206,0.001055184,0.002726434,0.3236341,0.001101126,0.03624951,0.1128937,0.5100033],"study_design_scores_gemma":[0.001664151,0.0001322408,0.03413057,0.0001968003,0.00007374125,0.0001729472,0.00006757868,0.9290367,0.00002862924,0.00703001,0.0270134,0.0004532048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888111,0.002820311,0.07323545,0.01647123,0.004641077,0.001233268,0.001916646,0.0004526422,0.01041834],"genre_scores_gemma":[0.9944867,0.001943336,0.00158966,0.00004539251,0.0005240032,0.00001710566,0.00004918562,0.0000857904,0.001258829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6054026,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909589627092577,"score_gpt":0.3027535857067727,"score_spread":0.263657689435847,"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."}}