{"id":"W870643881","doi":"","title":"Discharge and Fire Extinguishing Test of Inert Gas Clean Agent","year":2005,"lang":"en","type":"article","venue":"Journal of Korean Institute of Fire Science and Engineering","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Waste management; Inert gas; Inert; Piping; Toxic gas; Forensic engineering; Engineering; Environmental engineering; Chemistry; Chemical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0002727705,0.0003717863,0.0003097901,0.0002709471,0.0003017164,0.0002008611,0.0003554454,0.0004509311,0.001265136],"category_scores_gemma":[0.0007083447,0.0001541938,0.0003344488,0.0001564262,0.0002247185,0.0003384268,0.000343219,0.0004182555,0.0002472852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146602,"about_ca_system_score_gemma":0.0001758755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246953,"about_ca_topic_score_gemma":0.000718412,"domain_scores_codex":[0.9995535,0.00004087596,0.00003120748,0.00009206103,0.0002113868,0.00007098054],"domain_scores_gemma":[0.9995599,0.00008732128,0.00006318698,0.00005218669,0.0001678084,0.00006963865],"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":[0.0002300832,0.00009669048,0.001720494,0.00003845539,0.000008090306,0.0001622213,0.00007880809,0.0001442225,0.9944907,0.00004719649,0.00003974138,0.002943278],"study_design_scores_gemma":[0.00001646234,0.001691531,0.007743359,0.00000501464,0.00002180836,0.0002562415,0.00006811398,0.0008215853,0.9884363,0.00002614783,0.0009023043,0.00001107624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994191,0.0002534761,0.004625251,0.00002493247,0.00002469592,0.00004082856,0.0000772908,0.00006294475,0.0006996013],"genre_scores_gemma":[0.9921963,0.0002152864,0.004361265,0.00007744302,0.000009927067,0.00003115552,0.000236174,0.00003320874,0.00283934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265136,"threshold_uncertainty_score":0.004232287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009563761640300423,"score_gpt":0.226148312720805,"score_spread":0.2165845510805046,"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."}}