{"id":"W7128710822","doi":"10.1109/icerect65215.2025.11377475","title":"SafeHaven-FOSS: Offline Emergency Communication App Using Bluetooth Mesh and Wi-Fi Direct","year":2025,"lang":"","type":"article","venue":"","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Unavailability; Bluetooth; Scalability; Transmission (telecommunications); The Internet; Data transmission; Wireless ad hoc network","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":[0.0001591434,0.0005081153,0.0002086134,0.0003194794,0.0002516223,0.0003277174,0.0006427306,0.0003324832,0.008251599],"category_scores_gemma":[0.000856904,0.0001794438,0.0002151495,0.0001065278,0.0001914981,0.0007693974,0.001028649,0.000353799,0.001865074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008519323,"about_ca_system_score_gemma":0.0002280568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005131671,"about_ca_topic_score_gemma":0.001206672,"domain_scores_codex":[0.9998679,0.00001654637,0.000008399516,0.00002341893,0.00006163579,0.00002209648],"domain_scores_gemma":[0.9997576,0.00009519685,0.00002613256,0.00003663532,0.00005293614,0.00003154841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002160711,0.001197442,0.01588486,0.001565247,0.0001378082,0.003988508,0.004065356,0.002626807,0.1478597,0.008007749,0.1288421,0.6836637],"study_design_scores_gemma":[0.0006277783,0.004641724,0.09582819,0.0006914715,0.0003687475,0.01720059,0.002565877,0.06932204,0.1543499,0.007822937,0.6459817,0.0005990148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5163921,0.001497195,0.2252035,0.0006743058,0.0004517957,0.00276189,0.002858374,0.09298173,0.1571791],"genre_scores_gemma":[0.8287314,0.0006305824,0.08851956,0.0006293802,0.00009335241,0.001131814,0.002131004,0.002224838,0.07590805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008251599,"threshold_uncertainty_score":0.0276044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517607537993535,"score_gpt":0.2921449593394522,"score_spread":0.2669688839595168,"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."}}