{"id":"W636378186","doi":"10.11575/prism/3664","title":"Pedestrian safety in Calgary","year":2010,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pedestrian; Geography; Computer science; Transport engineering; Engineering","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":[0.0008080016,0.0004969422,0.0004471196,0.001598007,0.004815668,0.002304179,0.001665677,0.001387008,0.007310439],"category_scores_gemma":[0.002085914,0.0006765031,0.0004803728,0.003671827,0.001609624,0.0007801715,0.004230742,0.002993539,0.0006800149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03964156,"about_ca_system_score_gemma":0.03417997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421676,"about_ca_topic_score_gemma":0.9698795,"domain_scores_codex":[0.9985996,0.0001853002,0.00005657744,0.000180218,0.0002409213,0.0007373776],"domain_scores_gemma":[0.9982862,0.0001222327,0.0001732193,0.00005657269,0.0006530392,0.0007086915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009353976,0.0007273981,0.7144344,0.0004610625,0.000243772,0.009095573,0.02256271,0.004428875,0.001524789,0.00862713,0.03922849,0.1977303],"study_design_scores_gemma":[0.00005161223,0.000170474,0.9673089,0.0002160084,0.00002542735,0.0003260973,0.01706707,0.0004320926,0.0001221385,0.0004705103,0.01378072,0.00002909633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493055,0.003877741,0.0003529813,0.008983364,0.0004052353,0.000124907,0.001525719,0.00006211261,0.03536246],"genre_scores_gemma":[0.9763784,0.003016745,0.0004536787,0.002090176,0.0001208544,0.00006285278,0.0009233533,0.00002827324,0.01692564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05783242,"threshold_uncertainty_score":0.287621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004727560342264609,"score_gpt":0.1627095379655076,"score_spread":0.157981977623243,"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."}}