{"id":"W2153058298","doi":"10.1098/rspa.2007.1821","title":"Ignition and combustion of low-exothermicity porous materials by a local hotspot","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Combustion; Ignition system; Convection; Porosity; Mechanics; Porous medium; Materials science; Hotspot (geology); Spontaneous combustion; Natural convection; Thermodynamics; Composite material; Chemistry; Physics; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001435,0.0003280994,0.0006045512,0.0003841036,0.0005423534,0.0007683309,0.0008094292,0.001087577,0.001337851],"category_scores_gemma":[0.0011742,0.0002704959,0.0005994096,0.0002815086,0.001683176,0.0007349853,0.0008493504,0.0005689898,0.0001233547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121077,"about_ca_system_score_gemma":0.0008004965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009780209,"about_ca_topic_score_gemma":0.003895876,"domain_scores_codex":[0.9999068,0.00001916914,0.000003924234,0.00001551138,0.00002023263,0.00003435996],"domain_scores_gemma":[0.9996458,0.0001729943,0.00006737788,0.00002819517,0.00003151563,0.00005424333],"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":[0.00009514493,0.00003815855,0.001173112,0.00002854448,0.0000109195,0.0001142417,0.00004021795,0.9869723,0.005747788,0.005046682,0.0000483392,0.0006845879],"study_design_scores_gemma":[0.00002502314,0.00003149971,0.0003321799,0.000001940375,0.000004313614,0.0000204385,0.00001889915,0.9977125,0.0009813383,0.0008066913,0.00006060701,0.000004628786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709986,0.000111524,0.02340304,0.0001641368,0.00001644048,0.00002498732,0.0000829464,0.00006147299,0.005136839],"genre_scores_gemma":[0.9970892,0.00004409391,0.00184193,0.00001379676,0.000003585964,0.00001506793,0.0000267488,0.00001180528,0.0009538665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009780209,"threshold_uncertainty_score":0.01944655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005567443113068032,"score_gpt":0.1981309782098537,"score_spread":0.1925635350967857,"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."}}