{"id":"W7015602593","doi":"","title":"A Systematic Review of Coal Mine Dust Suppression Methods Based on Numerical Simulations and Experimental Investigations","year":2025,"lang":"en","type":"article","venue":"Open Journal Systems (Taiwan Association of Engineering and Technology Innovation)","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal dust; Coal mining; Coal; Airflow; Dust control; Computer simulation; Cabin pressurization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007087694,0.001807586,0.003806871,0.008840546,0.000580618,0.002023679,0.001873238,0.00142707,0.004514355],"category_scores_gemma":[0.02627624,0.001001313,0.005087757,0.007194261,0.0008219084,0.001919816,0.001257026,0.0009106151,0.0006484286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443779,"about_ca_system_score_gemma":0.01176404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877357,"about_ca_topic_score_gemma":0.01292191,"domain_scores_codex":[0.9950997,0.001473695,0.001662774,0.0005145767,0.00113497,0.0001142796],"domain_scores_gemma":[0.9752787,0.01867633,0.002330603,0.0006481287,0.002860637,0.0002056448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002105816,0.0001120483,0.001199579,0.6576065,0.003168469,0.0001681919,0.0003292685,0.001463204,0.001201936,0.00175433,0.005177623,0.3276082],"study_design_scores_gemma":[0.000217756,0.0011665,0.008574868,0.6257503,0.03228493,0.0008069401,0.0008548804,0.002293725,0.003446391,0.003364369,0.321019,0.0002204576],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00160282,0.9942624,0.002021877,0.0003060864,0.0001756428,0.0002263546,0.0004662896,0.00003765485,0.0009008365],"genre_scores_gemma":[0.008668393,0.9862202,0.003795099,0.0003220421,0.00008820696,0.0003066963,0.0003491973,0.00002176183,0.000228362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008840546,"threshold_uncertainty_score":0.03748375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312262338781098,"score_gpt":0.288884181063057,"score_spread":0.275761557675246,"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."}}