{"id":"W2001401232","doi":"10.1016/j.aap.2012.03.008","title":"Evaluating safety risk of locating above ground utility structures in the highway right-of-way","year":2012,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heuristics; Collision; Engineering; Offset (computer science); Poison control; Transport engineering; Process (computing); Risk analysis (engineering); Computer science; Computer security","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":[0.001975425,0.0006950999,0.000489923,0.001051713,0.0004012356,0.0009697127,0.0006952016,0.001057883,0.001709957],"category_scores_gemma":[0.01105772,0.000342545,0.0008250315,0.0004102568,0.0004609028,0.001167437,0.0005775339,0.000348381,0.0001981838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148365,"about_ca_system_score_gemma":0.001071532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310684,"about_ca_topic_score_gemma":0.009567032,"domain_scores_codex":[0.9986612,0.0005825932,0.00006901102,0.0001824089,0.0003160412,0.0001887489],"domain_scores_gemma":[0.9930143,0.005081035,0.0008237147,0.000297265,0.0005658588,0.0002180001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00401202,0.0007434884,0.2190541,0.00007280376,0.0003567286,0.0009359303,0.0001921117,0.7388429,0.009230543,0.00178362,0.0002367476,0.02453896],"study_design_scores_gemma":[0.0001001317,0.004152561,0.07459451,0.00001724336,0.0004812682,0.0004221743,0.0008015665,0.904059,0.01329716,0.001821352,0.0002023657,0.00005066602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957301,0.00002971361,0.003466488,0.00002439741,0.000003193006,0.00002698933,0.00006594894,0.00001871621,0.0006344728],"genre_scores_gemma":[0.9988174,0.00001711874,0.0008344646,0.000002279712,0.000001298316,0.000003467153,0.00006740839,0.000002612982,0.0002539399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310684,"threshold_uncertainty_score":0.02606106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679094351504437,"score_gpt":0.3201066912957447,"score_spread":0.2933157477807004,"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."}}