{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008360086,0.0009399399,0.0007723171,0.0007510003,0.0004194483,0.0005784006,0.001312556,0.0008666984,0.007095488],"category_scores_gemma":[0.00101117,0.0002695131,0.0005637017,0.0003569626,0.0003450201,0.0005337915,0.0003543901,0.0003945726,0.0009464109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008308689,"about_ca_system_score_gemma":0.0006739214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006640896,"about_ca_topic_score_gemma":0.003073635,"domain_scores_codex":[0.9995363,0.0001265145,0.00002982821,0.00006636196,0.0001653968,0.00007575464],"domain_scores_gemma":[0.9989182,0.0003560875,0.00009445144,0.00008593622,0.0004489619,0.0000964719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00276587,0.003422639,0.01940242,0.00181096,0.0002492965,0.00096277,0.0005925127,0.7608418,0.05810636,0.002135962,0.008616864,0.1410925],"study_design_scores_gemma":[0.0002477779,0.002947642,0.005300311,0.0000310376,0.0001046315,0.0001328281,0.0001782747,0.9678542,0.02005905,0.0002470085,0.002846342,0.0000508701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8607913,0.0006896585,0.1176389,0.0003880188,0.000338085,0.00121211,0.001041153,0.005909948,0.01199074],"genre_scores_gemma":[0.9699178,0.0002233151,0.0243029,0.00004359134,0.0000162774,0.000476555,0.0004143897,0.00006784891,0.004537326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007095488,"threshold_uncertainty_score":0.02373677,"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."}}