{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001944755,0.0002286849,0.0002635244,0.0002143602,0.000253501,0.0001920906,0.0004029456,0.0002717934,0.0007105414],"category_scores_gemma":[0.0004817852,0.0001311428,0.0001958472,0.00008261557,0.000259421,0.0004071725,0.000289636,0.0001930756,0.0001141437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100991,"about_ca_system_score_gemma":0.000205186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004289637,"about_ca_topic_score_gemma":0.001024027,"domain_scores_codex":[0.9998642,0.00001460211,0.000009506941,0.00002780141,0.00006014649,0.00002363782],"domain_scores_gemma":[0.9997357,0.00008188008,0.00006313809,0.00003573792,0.00005713949,0.00002642137],"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":[0.0001798412,0.00004808192,0.00155295,0.0001038697,0.000006279099,0.0001249706,0.00006065016,0.001530968,0.9834753,0.000118653,0.00004432523,0.01275408],"study_design_scores_gemma":[0.00002289334,0.0007617946,0.003825945,0.000005555331,0.00001472649,0.0001514576,0.00003761458,0.007235057,0.9871395,0.00004367686,0.0007524933,0.000009221033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970596,0.000259244,0.02822633,0.00002564615,0.0000214756,0.00008092696,0.00001777295,0.0001318912,0.0006406024],"genre_scores_gemma":[0.9902833,0.00009382073,0.009199049,0.000009944049,0.000003419672,0.0000105315,0.000009953518,0.000008621168,0.0003813815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007105414,"threshold_uncertainty_score":0.002377033,"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."}}