{"id":"W4391781188","doi":"10.1016/j.dib.2024.110184","title":"Categorizing datasets of road traffic accidents in Oman spanning from 2012 to 2022","year":2024,"lang":"en","type":"article","venue":"Data in Brief","topic":"Traffic and Road Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Crash; Road traffic; Psychological intervention; Traffic police; Geography; Environmental health; Transport engineering; Medicine; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000897548,0.0009182824,0.0004970502,0.005322536,0.001124615,0.0006869084,0.0008560769,0.001137019,0.00270392],"category_scores_gemma":[0.002713413,0.0001694649,0.0005913352,0.005128157,0.0002833288,0.0007844357,0.001145063,0.0005141101,0.001797098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478203,"about_ca_system_score_gemma":0.001821227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06284811,"about_ca_topic_score_gemma":0.07459778,"domain_scores_codex":[0.9989052,0.0001708831,0.0002151694,0.0001988231,0.0002893814,0.0002205165],"domain_scores_gemma":[0.9986938,0.0001938991,0.0002672294,0.0001325385,0.0006320015,0.00008049377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008161559,0.0007728455,0.524279,0.003920464,0.0005965951,0.001546408,0.001351193,0.007163242,0.00226221,0.002851164,0.3297918,0.1246489],"study_design_scores_gemma":[0.00005798554,0.0001954748,0.7743542,0.001021277,0.0001893176,0.0006826124,0.005234914,0.008636122,0.002111413,0.00112292,0.2062898,0.0001040225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2751349,0.002870749,0.001034536,0.001417679,0.0002876817,0.0003133456,0.7118609,0.0005145326,0.006565638],"genre_scores_gemma":[0.1703796,0.001398508,0.002934865,0.0002482496,0.0001071542,0.0005018869,0.8223814,0.00002208109,0.002026214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06284811,"threshold_uncertainty_score":0.1249645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147588337888812,"score_gpt":0.2718115770139027,"score_spread":0.2503356936350146,"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."}}