{"id":"W4407548789","doi":"10.1002/fam.3283","title":"Propagation of Smouldering in Wood Dust Deposits Ignited by Embedded Hot Bodies","year":2025,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Environmental science; Forensic engineering; Engineering; Mining engineering; Waste management","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":[0.0001016783,0.0001959579,0.0001769927,0.0003421525,0.0001620446,0.0001855185,0.000153334,0.0002324061,0.0008242645],"category_scores_gemma":[0.0001869222,0.0001300255,0.0001768062,0.000109941,0.0001711733,0.0001735988,0.0001362315,0.0002347962,0.0001285314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258799,"about_ca_system_score_gemma":0.00005673246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181224,"about_ca_topic_score_gemma":0.00132306,"domain_scores_codex":[0.9998995,0.000008463418,0.000004304467,0.00002499136,0.0000377661,0.00002495201],"domain_scores_gemma":[0.9998241,0.00005573303,0.0000503883,0.00001026577,0.00003630368,0.00002319676],"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":[0.0002904016,0.00004969072,0.01213541,0.00004723631,0.00001153986,0.0002362922,0.0001106045,0.0007458195,0.9809572,0.0000371814,0.00002964303,0.005348947],"study_design_scores_gemma":[0.000008798113,0.0006785697,0.1359826,0.000009555308,0.00001861358,0.0002039379,0.0001896374,0.007477641,0.8551046,0.00003295979,0.0002827846,0.00001020484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991412,0.00006033846,0.0005415278,0.000001950617,0.000001904189,0.000003184753,0.00001791752,0.00001498858,0.0002168874],"genre_scores_gemma":[0.9993566,0.00002517873,0.0003436138,0.000001875647,8.580135e-7,0.000001253157,0.00002286676,0.000002583759,0.0002453195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001181224,"threshold_uncertainty_score":0.00275749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007084028154776515,"score_gpt":0.2235946570969483,"score_spread":0.2165106289421718,"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."}}