{"id":"W2495423015","doi":"","title":"Assessment of the efficiencies of auxiliary ventilation systems using empirical methods","year":2001,"lang":"en","type":"article","venue":"CIM bulletin","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Methane; Environmental science; Ventilation (architecture); Coal mining; Dilution; Coal; Waste management; Mining engineering; Methane gas; Fugitive emissions; Environmental engineering; Greenhouse gas; Chemistry; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002324385,0.0007108397,0.0004249705,0.001757711,0.0001655823,0.0005831309,0.0006401663,0.0005718417,0.0005612904],"category_scores_gemma":[0.01444998,0.0002830971,0.0003981328,0.0008597301,0.0003024407,0.0007597788,0.0003495385,0.0002800926,0.0001591629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964122,"about_ca_system_score_gemma":0.0003440821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142365,"about_ca_topic_score_gemma":0.002101643,"domain_scores_codex":[0.9982644,0.0007215761,0.0001290063,0.0001857479,0.0006206039,0.00007876206],"domain_scores_gemma":[0.9873835,0.009757195,0.001189444,0.000538272,0.001065344,0.00006621548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008939551,0.0007318574,0.1246717,0.0004773081,0.0002378261,0.0001722826,0.0003718172,0.5801194,0.02838819,0.001637509,0.000279627,0.2620184],"study_design_scores_gemma":[0.0000245742,0.0009622572,0.04561705,0.0000284839,0.00004843713,0.0001421687,0.0001795064,0.9330095,0.01872773,0.0004518884,0.0007645253,0.00004384519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353809,0.000275276,0.06192896,0.00002832402,0.000004529307,0.00009859258,0.0001371368,0.0001405112,0.002005784],"genre_scores_gemma":[0.9781345,0.0001632973,0.02108052,0.000003944581,0.000002426302,0.00005256819,0.0001191327,0.0000151214,0.0004283598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142365,"threshold_uncertainty_score":0.01229268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612806495919211,"score_gpt":0.3558013301996582,"score_spread":0.2945206806077371,"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."}}