{"id":"W7019725924","doi":"","title":"Identification and Control of Combustible Dust Hazards","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dust control; Work (physics); Dust explosion; Combustibility; Identification (biology); Hazard; Hazard analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005834403,0.0001523899,0.0004080936,0.0007405248,0.00009995927,0.0004795771,0.0007157404,0.00007422005,0.001795537],"category_scores_gemma":[0.0002621589,0.0001552666,0.00006148795,0.0008679216,0.00007816005,0.001071831,0.0001477344,0.0001738791,0.000004721257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108304,"about_ca_system_score_gemma":0.00007621351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005351785,"about_ca_topic_score_gemma":0.0000150585,"domain_scores_codex":[0.9986816,0.0000536842,0.0006610761,0.0001747621,0.000287866,0.0001409989],"domain_scores_gemma":[0.9988096,0.0002167319,0.0002580736,0.0002315909,0.0003997887,0.00008425048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002042045,0.0003121253,0.3060938,0.001716112,0.0005982195,0.000007513107,0.0002279644,0.02027101,0.487835,0.003971525,0.1011811,0.07758138],"study_design_scores_gemma":[0.001555361,0.000005986904,0.7221748,0.0005875043,0.0001711268,0.000006290303,0.0001264799,0.01621337,0.2336534,0.01032988,0.0147973,0.000378615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.812551,0.05311563,0.1127678,0.000545309,0.001561233,0.0007848473,0.0001029851,0.0002162264,0.01835505],"genre_scores_gemma":[0.9939281,0.005233362,0.00005759004,0.0001040433,0.0000252266,0.00002037175,0.000005563585,0.0000178265,0.0006079626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416081,"threshold_uncertainty_score":0.999117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09317360187436648,"score_gpt":0.4834306176313728,"score_spread":0.3902570157570063,"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."}}