{"id":"W4380741419","doi":"10.1016/j.fuproc.2023.107849","title":"Investigation of applied smouldering in different conditions: The effect of oxygen mass flux","year":2023,"lang":"en","type":"article","venue":"Fuel Processing Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adiabatic process; Oxygen; Mass transfer; Combustion; Quenching (fluorescence); Chemistry; Mass flux; Chemical energy; Environmental science; Energy balance; Mechanics; Thermodynamics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002113836,0.00009073962,0.0001913634,0.0004007466,0.00003231675,0.000006955,0.0002203785,0.0001369995,0.000004130883],"category_scores_gemma":[0.00004738654,0.00006616504,0.00002103813,0.0009968393,0.0001681537,0.00002759241,0.0000594026,0.0002246445,0.000004822774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003151841,"about_ca_system_score_gemma":0.00001264388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002920998,"about_ca_topic_score_gemma":0.000006337903,"domain_scores_codex":[0.9993721,0.00001293736,0.0002147782,0.0001055838,0.0001123816,0.0001822819],"domain_scores_gemma":[0.9996709,0.00008200719,0.00004000666,0.0001726586,0.00002167482,0.00001273236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003199456,0.000007688066,0.02275278,0.004113965,0.00005011932,0.000005526427,0.0006629068,0.02081662,0.9208078,0.003423821,0.0001243444,0.02720245],"study_design_scores_gemma":[0.0007560457,0.000136303,0.03317114,0.0003282191,0.00001705997,0.000002778164,0.0003321882,0.6194628,0.2884266,0.05710836,0.00006797791,0.0001904675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979008,0.0001803475,0.0005194455,0.0003119556,0.00003685141,0.0002105866,0.000005233014,0.0003026159,0.0005321844],"genre_scores_gemma":[0.9996745,0.00002775393,0.0001251118,0.000002149706,0.000007744829,0.0001097633,0.00002324599,0.00001868539,0.00001106893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6323812,"threshold_uncertainty_score":0.2698132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047824562766107,"score_gpt":0.2418367221668267,"score_spread":0.2313584765391657,"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."}}