{"id":"W2099113973","doi":"10.5539/mas.v3n8p95","title":"Study on the Technology of the Coal Mining Safety Monitoring System","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Technology and Security Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal mining; Radio-frequency identification; Flexibility (engineering); Harm; Computer science; ALARM; Wireless; Safety monitoring; Computer security; Production (economics); Work (physics); Control (management); Visualization; Risk analysis (engineering); Telecommunications; Business; Coal; Engineering; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313335,0.0001282832,0.0001823665,0.0001828034,0.0008145943,0.00007297991,0.004427359,0.00008745925,1.670212e-7],"category_scores_gemma":[0.00004537516,0.00007224143,0.00003298733,0.001571801,0.0004943509,0.0001096062,0.0005088419,0.0002815753,0.000007989616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008732446,"about_ca_system_score_gemma":0.00008841216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003092215,"about_ca_topic_score_gemma":0.000001755559,"domain_scores_codex":[0.9982313,0.00004269695,0.000271246,0.0004861222,0.0006249562,0.0003436766],"domain_scores_gemma":[0.9981746,0.00008124964,0.0001644444,0.001493601,0.00005535804,0.00003076118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001119968,0.0001947355,0.00849452,0.000006771713,0.000009856179,0.000007536695,0.01152212,0.0003358687,0.09306546,0.8650364,0.0000154898,0.02130005],"study_design_scores_gemma":[0.001870112,0.001343405,0.2253506,0.0004905462,0.00003673397,0.000188208,0.05540484,0.2357596,0.4385923,0.0394557,0.0003666888,0.001141301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870186,0.00003111444,0.1218568,0.001949317,0.000430945,0.0006399375,6.06678e-7,0.0003571133,0.00454808],"genre_scores_gemma":[0.9991508,2.974838e-7,0.0007341316,0.00004834586,0.00002074549,0.00002583189,1.258543e-8,0.000002987795,0.00001691313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8255807,"threshold_uncertainty_score":0.8227208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026692996415182,"score_gpt":0.2418117032836528,"score_spread":0.221544773319501,"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."}}