{"id":"W2965005195","doi":"10.11159/mmme19.102","title":"The Influence of Fuel Surface Roughness on Ignition in the Mining Industry","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mälardalens högskola; Worcester Polytechnic Institute","keywords":"Ignition system; Surface roughness; Mining industry; Surface finish; Environmental science; Materials science; Mining engineering; Engineering; Metallurgy; Aerospace engineering; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0002759652,0.0001616548,0.0001945984,0.00005845279,0.00003944887,0.00008134161,0.0003864944,0.0001084212,0.00001147728],"category_scores_gemma":[0.0001426422,0.0001003925,0.00003749908,0.0003200735,0.00004230538,0.0001251174,0.00007379851,0.0003103609,0.000001332496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002608325,"about_ca_system_score_gemma":0.000008240854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002694638,"about_ca_topic_score_gemma":0.000001172112,"domain_scores_codex":[0.9990997,0.000005440138,0.0003163853,0.0001516124,0.0002474346,0.0001794407],"domain_scores_gemma":[0.9994452,0.0002141413,0.00009717936,0.0001258592,0.00008620448,0.00003140999],"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":[0.00008141797,0.00002917154,0.00006977539,0.0005511428,0.00001688946,2.010895e-7,0.00005331748,0.02087278,0.9664502,0.01156762,0.0001605434,0.0001469017],"study_design_scores_gemma":[0.0003467581,0.0000293167,0.0002414706,0.0005993781,0.00001174012,0.00000263807,0.000221202,0.006157338,0.991037,0.0003865344,0.0008206209,0.0001460493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985646,0.00001427957,3.960395e-7,0.0002047765,0.000452978,0.0002100393,0.000006524548,0.00005905515,0.0004873529],"genre_scores_gemma":[0.9996833,0.00005292287,0.00007163915,0.00005412612,0.00003715411,0.00002132005,9.552552e-7,0.00002029344,0.00005831395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02458671,"threshold_uncertainty_score":0.4093888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005957825637737676,"score_gpt":0.2013934201756415,"score_spread":0.1954355945379039,"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."}}