{"id":"W7026525964","doi":"","title":"Application of water mist to extinguish large cooking oil pool fires for industrial oil cooker protection","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cooker; Mist; Cooking oil; Fuel oil; Petroleum","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":[0.0002704545,0.00008394987,0.0001151666,0.0000619088,0.00006744809,0.00002076165,0.0001010878,0.0001004419,0.00007354116],"category_scores_gemma":[0.00005273172,0.00007606918,0.00004290387,0.00008620402,0.0000105258,0.00004301207,0.00002673662,0.0001274692,0.0000316996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007914591,"about_ca_system_score_gemma":0.00001091944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002457182,"about_ca_topic_score_gemma":0.00005783498,"domain_scores_codex":[0.9992455,0.00001034912,0.000193371,0.00013209,0.0001513657,0.0002673165],"domain_scores_gemma":[0.9996761,0.00002073724,0.00001738205,0.0001492083,0.00008402823,0.00005251756],"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":[0.00008884006,0.00004194918,0.00007285164,0.0001486322,0.00002361635,3.271451e-7,0.0003009035,0.008323118,0.3760187,0.0003221168,0.001497797,0.6131612],"study_design_scores_gemma":[0.0008806453,0.00005197976,0.00009837985,0.00004176772,0.000008097195,0.000001500605,0.00001954786,0.6508437,0.08317812,0.0001280354,0.2645835,0.0001647528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906902,0.0000343503,0.06826728,0.002660559,0.0003397908,0.0007182351,0.0001466186,0.0002769601,0.02065423],"genre_scores_gemma":[0.9974343,0.000007869718,0.0008538511,0.00002291983,0.0004202547,0.0002741037,0.00004125138,0.00002782465,0.00091763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6425206,"threshold_uncertainty_score":0.3102011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689523918700924,"score_gpt":0.2446392535730852,"score_spread":0.2277440143860759,"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."}}