{"id":"W562800885","doi":"","title":"A Safety Planning Tool for Evaluating Safety Impacts of Road Infrastructure Projects at the Link and Intersection Level","year":2014,"lang":"en","type":"article","venue":"Transportation Research Board 93rd Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Transport engineering; Pedestrian; Collision; Toll; Computer science; Bridge (graph theory); Crash; Engineering; 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":[0.001405513,0.001443629,0.0005684263,0.002976221,0.0004620595,0.000962114,0.001268364,0.0007958755,0.01418047],"category_scores_gemma":[0.004733464,0.0005138144,0.00100421,0.00152573,0.0002566494,0.001069703,0.001033416,0.0005577437,0.00167153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009137483,"about_ca_system_score_gemma":0.001852133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419168,"about_ca_topic_score_gemma":0.01464351,"domain_scores_codex":[0.9994849,0.0001356551,0.00004784297,0.00007546313,0.0002079382,0.00004810485],"domain_scores_gemma":[0.997734,0.001240857,0.0002760728,0.0001927883,0.0004973669,0.00005895691],"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":[0.0001298391,0.0003158516,0.02027011,0.0003826873,0.000105254,0.0002826094,0.0002065648,0.8172137,0.004865794,0.008408737,0.007197524,0.1406213],"study_design_scores_gemma":[0.00002421572,0.0001415875,0.00436503,0.00003871347,0.00004323456,0.00008701299,0.0001081374,0.9850881,0.002932141,0.002638376,0.004502023,0.00003148899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06009278,0.00008365419,0.9065022,0.00009527506,0.00003235079,0.0005264698,0.005933326,0.01433311,0.01240075],"genre_scores_gemma":[0.5377293,0.0001921095,0.4502216,0.00004954465,0.0000171004,0.0009982771,0.005087429,0.0005443649,0.005160151],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01419168,"threshold_uncertainty_score":0.04743844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871902591282877,"score_gpt":0.3683218759588407,"score_spread":0.309602850046012,"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."}}