{"id":"W7042313108","doi":"","title":"Object detection for autonomous vehicles operating under varying weather conditions","year":2024,"lang":"en","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Object detection; Adverse weather; Object (grammar); Domain (mathematical analysis); Usability; Extreme weather; Intelligent transportation system; Autonomous system (mathematics); Video tracking; Automation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005968707,0.001071712,0.000827488,0.002014546,0.000653477,0.001555528,0.001329687,0.001276967,0.001352929],"category_scores_gemma":[0.002436843,0.000306839,0.0008603615,0.001271466,0.0002866244,0.001837566,0.001217981,0.0006900872,0.001957734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009048545,"about_ca_system_score_gemma":0.0008544283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185036,"about_ca_topic_score_gemma":0.02983188,"domain_scores_codex":[0.9989426,0.00007844453,0.00007426029,0.0004451511,0.0002547534,0.0002047852],"domain_scores_gemma":[0.9993363,0.0001253927,0.00007514563,0.00016317,0.0002502345,0.00004969955],"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":[0.001779047,0.0008965897,0.1093898,0.002077691,0.0006043582,0.001307724,0.0008918107,0.07825268,0.05596972,0.002627081,0.09714391,0.6490596],"study_design_scores_gemma":[0.0001162514,0.0004308911,0.1570603,0.0002726554,0.0002746831,0.00123988,0.002421683,0.6869454,0.05778845,0.008947079,0.08430879,0.0001940655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7097884,0.005272551,0.1455331,0.001366897,0.001223694,0.0008562534,0.08307148,0.03216292,0.02072477],"genre_scores_gemma":[0.7648572,0.001054199,0.08877129,0.0003994421,0.0001389247,0.0004359885,0.1391495,0.000464906,0.004728572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185036,"threshold_uncertainty_score":0.0434463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892386234295135,"score_gpt":0.2590298983829635,"score_spread":0.2401060360400121,"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."}}