{"id":"W4378187028","doi":"10.18280/ria.370228","title":"Special Vehicle Like Ambulance Recognition and Security System Using Mobility Accredit System","year":2023,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Security system; Computer science; Business; Medical emergency; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002114686,0.0003520645,0.0004439339,0.0006124049,0.0003848752,0.0006226212,0.0005401321,0.0005127784,0.004001903],"category_scores_gemma":[0.0004698734,0.0001442079,0.0002485946,0.0002762827,0.0001795037,0.0006164643,0.0006043481,0.0002883495,0.001812642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329971,"about_ca_system_score_gemma":0.0005341221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580737,"about_ca_topic_score_gemma":0.001677356,"domain_scores_codex":[0.9996787,0.00004672971,0.00002671909,0.00008390933,0.0001007996,0.00006309079],"domain_scores_gemma":[0.9997752,0.0000167098,0.00002756851,0.00003082155,0.0001140543,0.00003565576],"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":[0.001023672,0.0004995862,0.02229846,0.0003536966,0.0001069535,0.001668196,0.0004228239,0.01836671,0.2148564,0.005606656,0.03743494,0.6973619],"study_design_scores_gemma":[0.0001983473,0.001502302,0.02832691,0.0001134378,0.000190782,0.004879455,0.0004332935,0.7141212,0.176122,0.00241466,0.07147762,0.0002200097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3550364,0.0009491118,0.5745293,0.001360829,0.0005823651,0.0006515247,0.0007731715,0.02957399,0.03654318],"genre_scores_gemma":[0.9381917,0.0002812461,0.04652235,0.0002480266,0.00008764392,0.0001521163,0.0007304566,0.00005485788,0.01373161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004001903,"threshold_uncertainty_score":0.01338774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525656317627352,"score_gpt":0.2453687708179171,"score_spread":0.2001122076416436,"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."}}