{"id":"W4387457714","doi":"10.1016/j.jlp.2023.105179","title":"An investigation on minimum ignition energy (MIE) and thermodynamic analysis of typical fibrous dust","year":2023,"lang":"en","type":"article","venue":"Journal of Loss Prevention in the Process Industries","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mie scattering; Ignition system; Fiber; Materials science; Dust explosion; Polyester; Synthetic fiber; Composite material; Minimum ignition energy; Mechanics; Thermodynamics; Optics; Physics; Scattering; Light scattering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006902068,0.000077414,0.0001819066,0.0005622531,0.00004268974,0.00003740715,0.0001664256,0.0001095712,0.00001081631],"category_scores_gemma":[0.00006107137,0.00005787595,0.00005310434,0.001407744,0.00007947478,0.0002146497,0.00001031825,0.000265615,4.576485e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003253683,"about_ca_system_score_gemma":0.00004652058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006458922,"about_ca_topic_score_gemma":0.00003137112,"domain_scores_codex":[0.9990332,0.0001174755,0.0003660285,0.00007112996,0.0003003112,0.0001118939],"domain_scores_gemma":[0.9995009,0.000121085,0.000132296,0.00009485208,0.000114099,0.00003676318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001080228,0.0005864684,0.09943008,0.0007639504,0.00214537,0.0001107868,0.0151012,0.7097806,0.0121824,0.01311593,0.0004735233,0.1452295],"study_design_scores_gemma":[0.0006570132,0.0005742347,0.2273694,0.0003134928,0.0002711353,0.00002786626,0.003078779,0.7360815,0.001691107,0.02973627,0.0000252736,0.000173838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987093,0.0000638775,0.0007727616,0.000264635,0.00004095506,0.00004979781,0.00001160915,0.00001330754,0.00007372338],"genre_scores_gemma":[0.9996529,0.0002081771,0.0000156976,0.000008503883,0.00003817139,0.000006369305,0.0000319324,0.000008960247,0.00002926108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450557,"threshold_uncertainty_score":0.2360113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877907578737487,"score_gpt":0.2961928634129672,"score_spread":0.2674137876255923,"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."}}