{"id":"W4415749687","doi":"10.70577/asce.v4i4.480","title":"Aplicación de tecnologías de monitoreo en tiempo real para la detección de gases tóxicos en minería subterránea: estudio en San Gerardo, Ponce Enríquez","year":2025,"lang":"","type":"article","venue":"ASCE MAGAZINE","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Work (physics); Poison control; Medium term","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":[0.001422823,0.0007819165,0.0008302539,0.000673853,0.0006694426,0.001125568,0.0008349065,0.0008715106,0.0007582479],"category_scores_gemma":[0.001358892,0.0005324488,0.000614921,0.0006465757,0.0008359895,0.0004122983,0.0009611237,0.0004425888,0.0002599288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381483,"about_ca_system_score_gemma":0.00112418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403419,"about_ca_topic_score_gemma":0.03257903,"domain_scores_codex":[0.9986978,0.0002757145,0.00007215376,0.0003308338,0.0005073058,0.0001161742],"domain_scores_gemma":[0.9990612,0.0002119167,0.0002056464,0.00007406132,0.0004075187,0.00003962576],"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":[0.001095152,0.0004969559,0.144888,0.001403888,0.0001829507,0.0003283392,0.003369107,0.001226999,0.7746993,0.0001467445,0.0001983644,0.07196417],"study_design_scores_gemma":[0.00006414856,0.007872339,0.4319188,0.0003263867,0.0007159088,0.0009553747,0.006036335,0.005155984,0.5342116,0.0003729033,0.01225558,0.0001146812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897283,0.001353183,0.007177475,0.0001117841,0.00002171192,0.0002740086,0.0001792528,0.00006434548,0.001090107],"genre_scores_gemma":[0.9597755,0.002201253,0.03365688,0.0001590181,0.00002267346,0.0005358238,0.0002732237,0.00003603072,0.003339604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403419,"threshold_uncertainty_score":0.02790499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005219141449207947,"score_gpt":0.2479181360504553,"score_spread":0.2426989946012474,"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."}}