{"id":"W6987271189","doi":"","title":"Some effects on natural ventilation system for subway tunnel fires","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceiling (cloud); Froude number; Dimensionless quantity; Natural ventilation; Plume; Thermocouple; Smoke","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006025667,0.00006925315,0.00005871837,0.00001637561,0.0000587273,0.000009024611,0.00004025292,0.00007731585,0.000004322669],"category_scores_gemma":[0.00002359908,0.00005844999,0.00005661734,0.00001781631,0.000008261917,0.000004729116,0.00001333725,0.00003642849,0.00001607242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001339526,"about_ca_system_score_gemma":0.00000498157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.945707e-7,"about_ca_topic_score_gemma":6.161454e-7,"domain_scores_codex":[0.9996142,0.00001615133,0.00005949706,0.0001096063,0.0000555051,0.0001449756],"domain_scores_gemma":[0.9997854,0.00001113738,0.00003063132,0.0001193609,0.0000190106,0.0000344767],"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":[0.0002305096,0.00001103462,0.0005372725,0.00007246123,0.00002001601,1.851666e-7,0.00001952938,0.000002106417,0.983505,0.001416574,0.004612156,0.00957315],"study_design_scores_gemma":[0.0005168266,0.0003651888,0.02788275,0.00002449895,0.00002646714,0.000007184696,0.00002100893,0.00007056451,0.9278842,0.0002435513,0.04282238,0.0001353693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966299,0.0003248884,0.0001447429,0.00004440624,0.001729008,0.000182166,0.000005133919,0.00001918502,0.0009205902],"genre_scores_gemma":[0.9971368,0.000004794897,0.000331394,0.0001296799,0.001971404,0.00001803706,0.00008214671,0.00001356108,0.0003122367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05562079,"threshold_uncertainty_score":0.2383521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005315464379360866,"score_gpt":0.2170792467545917,"score_spread":0.2117637823752308,"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."}}