{"id":"W7133326063","doi":"10.65521/mjret.v9i1.1149","title":"Women’s Safety System","year":2022,"lang":"","type":"article","venue":"Multidisciplinary Journal of Research in Engineering and Technology","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Global Positioning System; Android (operating system); Smart phone; Event (particle physics); Phone; Security system; Mobile phone; System safety","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00905541,0.0004164171,0.001009232,0.006306536,0.0006647989,0.00005992197,0.0009856847,0.0003912174,0.0000430289],"category_scores_gemma":[0.0001603245,0.0004513632,0.0001281121,0.00402507,0.0002745663,0.0002265972,0.001250457,0.005603855,0.000008697527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796963,"about_ca_system_score_gemma":0.0003091705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002441982,"about_ca_topic_score_gemma":0.000002933883,"domain_scores_codex":[0.9947321,0.000405318,0.001596865,0.0004344622,0.001083486,0.001747783],"domain_scores_gemma":[0.9979612,0.0005986441,0.0002332397,0.0005218277,0.0003239635,0.0003611504],"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":[0.0009457563,0.000447104,0.01426262,0.005778694,0.0004626866,0.007404536,0.006007101,0.9234869,0.009760158,0.005926292,0.0002013502,0.0253168],"study_design_scores_gemma":[0.005936426,0.004276331,0.002800948,0.003075766,0.0000326847,0.008172465,0.06364059,0.8898508,0.0008011506,0.0004278538,0.01999814,0.00098685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711694,0.02119902,0.001236384,0.002428958,0.002860279,0.0005760226,0.00005312377,0.0002349039,0.0002419756],"genre_scores_gemma":[0.9976285,0.001030057,0.0006515654,0.00000110272,0.0003429298,0.0001283356,0.000002169672,0.0001062243,0.0001091189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05763349,"threshold_uncertainty_score":0.9997938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161086127476223,"score_gpt":0.2864634421802171,"score_spread":0.2648525809054548,"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."}}