{"id":"W2982350908","doi":"","title":"A Low Cost Automated Accident Notification System: Design, Simulation and Experimental Results","year":2018,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Accident (philosophy); Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006606343,0.00009037183,0.0001406237,0.0001774152,0.0006836011,0.00007068638,0.000092279,0.0001149541,0.000008098947],"category_scores_gemma":[0.00006036226,0.0001104975,0.00002155204,0.0002372071,0.0001546238,0.0002004513,0.00004553592,0.0002423908,0.00002529582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103457,"about_ca_system_score_gemma":0.00002482713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002267559,"about_ca_topic_score_gemma":0.00001591995,"domain_scores_codex":[0.9988091,0.0003085698,0.0001530049,0.0002260739,0.0003128598,0.0001903631],"domain_scores_gemma":[0.9991781,0.0002118214,0.00005988657,0.0001534071,0.0002685286,0.0001282772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004021013,0.000248827,0.006463071,0.001267426,0.0003961844,0.0001596101,0.06573821,0.3038975,0.6050093,0.000141961,0.004896326,0.007760566],"study_design_scores_gemma":[0.0008098569,0.0003987353,0.009843132,0.0001513218,0.000006688131,0.00001762161,0.00692426,0.9630075,0.01350208,8.515553e-7,0.005213669,0.0001243238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862292,0.0001743198,0.009438225,0.00002083313,0.0005729996,0.0004474426,0.000002459904,0.0006613302,0.00245323],"genre_scores_gemma":[0.9988918,0.0000124457,0.0002123157,4.487258e-7,0.0001564151,0.000001292667,0.00000690373,0.0000131046,0.0007052982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.65911,"threshold_uncertainty_score":0.5257776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042075079909125,"score_gpt":0.275301491415635,"score_spread":0.2448807406165437,"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."}}