{"id":"W1479762849","doi":"10.1023/a:1013416414094","title":"Suppression of Pool Fires Using Halocarbon Streaming Agents","year":2002,"lang":"en","type":"article","venue":"Fire Technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"Ministère de la Défense Nationale","keywords":"Operator (biology); Hazardous waste; Toxic gas; Environmental science; Flux (metallurgy); Waste management; Ventilation (architecture); Simulation; Chemistry; Engineering; Materials science; Mechanical engineering; Metallurgy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003483492,0.0001190981,0.0003585169,0.0005667373,0.0001314071,0.00002225669,0.0007501506,0.0002533139,0.001175951],"category_scores_gemma":[0.001142451,0.00008946354,0.0001269736,0.001607715,0.0001980211,0.0001280664,0.000237023,0.0001535389,0.0001091853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418327,"about_ca_system_score_gemma":0.00001014743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344439,"about_ca_topic_score_gemma":0.00002405409,"domain_scores_codex":[0.9981852,0.00007104304,0.0005470637,0.0003685089,0.0005859354,0.0002422534],"domain_scores_gemma":[0.9985629,0.0002080197,0.0002854154,0.0007784315,0.0001240753,0.0000411579],"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":[0.00001316229,0.0001341585,0.06274702,0.000005776418,0.00005289119,0.00004512759,0.000370712,0.001048381,0.0101126,0.0005038296,0.006376822,0.9185895],"study_design_scores_gemma":[0.0006851233,0.0001905092,0.01705696,0.0001151993,0.0001118261,0.00004846146,0.001708553,0.8682743,0.04244641,0.05237038,0.01658183,0.0004104642],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949343,0.0009983641,0.0008429194,0.001695047,0.0001327173,0.00006793781,0.000009762034,0.00009321437,0.001225712],"genre_scores_gemma":[0.9976158,0.0002388966,0.001382273,0.00002362367,0.00002024045,0.000002320895,0.000001354661,0.000008178547,0.0007073838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.918179,"threshold_uncertainty_score":0.9997371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118480376413171,"score_gpt":0.3603107104812471,"score_spread":0.24846267283993,"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."}}