{"id":"W7028695100","doi":"","title":"Extinguishment of cooking oil fires by water mist","year":2000,"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":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008657998,0.00006373607,0.00008906976,0.00001772915,0.0000285824,0.00001293324,0.0001029976,0.00003297132,0.003342845],"category_scores_gemma":[0.000003715008,0.0000518694,0.0000307496,0.00003489334,0.00002317884,0.00002002961,0.00001355293,0.00007805336,0.00008233785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002450369,"about_ca_system_score_gemma":0.000003415835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002194903,"about_ca_topic_score_gemma":0.000003936289,"domain_scores_codex":[0.9994402,0.000007350326,0.0001227892,0.00007600948,0.0001446505,0.0002089973],"domain_scores_gemma":[0.9998001,0.00001422635,0.000004256925,0.0001265869,0.00001600528,0.00003875805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001978437,0.0000447473,0.0002991665,0.0001916174,0.00004673934,0.0000124104,0.0006154266,0.003687062,0.4841837,0.0001107457,0.02284173,0.4879469],"study_design_scores_gemma":[0.0007450496,0.00006973524,0.0005815266,0.0001113271,0.00001135498,0.00000735291,0.00003686133,0.3147274,0.1723727,0.0007655647,0.5101702,0.0004009541],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7525672,0.0001038572,0.00002076968,0.0001610422,0.00004713396,0.00002216287,0.00001775542,0.00005256724,0.2470075],"genre_scores_gemma":[0.9949247,0.000230603,0.0001737738,0.0000125758,0.00002989842,0.000005252366,0.00002180038,0.00001632151,0.004585115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487546,"threshold_uncertainty_score":0.9975682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004093725075156009,"score_gpt":0.1963881652182357,"score_spread":0.1922944401430797,"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."}}