{"id":"W4254227152","doi":"10.4018/978-1-5225-6195-8.ch010","title":"Reliable Communication Network for Emergency Response and Disaster Management in Underground Mines","year":2018,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Emergency management; Engineering; Communications system; Mine safety; Computer security; Emergency response; Construction engineering; Telecommunications network; Computer science; Telecommunications; Coal mining; Waste management; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005567035,0.0004115724,0.0004303806,0.00009924971,0.0001859737,0.0001523762,0.001120698,0.0003196362,0.000008952283],"category_scores_gemma":[0.0000129364,0.0004217797,0.0001173381,0.00006822752,0.0001301949,0.0001119367,0.0008542505,0.0001489132,0.00001845036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147948,"about_ca_system_score_gemma":0.00003504517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002422085,"about_ca_topic_score_gemma":0.000630617,"domain_scores_codex":[0.9978185,0.00008686804,0.0005805265,0.0007269139,0.0002919532,0.0004952075],"domain_scores_gemma":[0.9978297,0.0001640569,0.0003012487,0.001483745,0.0001156474,0.0001056166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000189336,0.00001423674,0.00001829091,0.0001817165,0.00006736148,0.00001325383,0.0001169599,0.001380338,9.06878e-7,0.9831296,0.01410313,0.0007849158],"study_design_scores_gemma":[0.001054854,0.0002770014,0.0001816877,0.002725292,0.0001159792,0.00002429604,0.00003477612,0.01885821,0.000003435469,0.8838315,0.09180856,0.001084439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001573924,0.003399606,0.05353672,0.0003661864,0.001439738,0.001588134,0.00001961426,0.000228532,0.9378476],"genre_scores_gemma":[0.07703936,0.0008148263,0.1662493,0.001122878,0.0008372214,0.0003965657,0.00003791097,0.000204906,0.753297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1845506,"threshold_uncertainty_score":0.9998234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922898057775647,"score_gpt":0.2542501478881989,"score_spread":0.2350211673104424,"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."}}