{"id":"W7099890433","doi":"","title":"Investigate the Degradation of Cooking Oils during Fire Suppression","year":2007,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Degradation (telecommunications); Combustion; Combustion products; Fourier transform infrared spectroscopy; Fire protection; Infrared spectroscopy","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":[0.0001552548,0.0002161614,0.0001682515,0.0002757564,0.0001421122,0.0001703974,0.0001434269,0.0002325968,0.0005734805],"category_scores_gemma":[0.0001935178,0.00009003751,0.000185094,0.0001714085,0.00009851131,0.0002274414,0.0001061557,0.0002851893,0.0001966533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515382,"about_ca_system_score_gemma":0.000131027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842264,"about_ca_topic_score_gemma":0.001962226,"domain_scores_codex":[0.9999188,0.000006669128,0.000003392693,0.00001588496,0.00003648696,0.00001875809],"domain_scores_gemma":[0.999893,0.00001571417,0.00003355977,0.000004226673,0.00004361564,0.000009870732],"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":[0.0001544351,0.00002400621,0.001753017,0.00003257631,0.00000509297,0.00003774229,0.00004425619,0.0001245868,0.9935999,0.00001794747,0.00002423451,0.004182204],"study_design_scores_gemma":[0.000002900142,0.0002613981,0.01011872,0.000004490916,0.00001296336,0.00007595526,0.00006096463,0.001219571,0.98764,0.00001475381,0.0005847675,0.000003489792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944641,0.0009687142,0.00344786,0.00002611388,0.00001189114,0.00001984237,0.0001069853,0.00002038604,0.0009342075],"genre_scores_gemma":[0.9935806,0.00100764,0.003438871,0.00002880953,0.000003777892,0.00001513651,0.0001966545,0.00001023519,0.001718212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001842264,"threshold_uncertainty_score":0.003663063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063176510056742,"score_gpt":0.2310227448367373,"score_spread":0.2203909797361699,"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."}}