{"id":"W3217094571","doi":"10.14288/1.0343076","title":"UBC Chancellor Boulevard & East Mall Intersection Redesign","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Boulevard; Intersection (aeronautics); Computer science; Political science; Geography; Cartography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008617612,0.001125342,0.0003850668,0.001941418,0.003376427,0.004840296,0.001679456,0.00116554,0.06786278],"category_scores_gemma":[0.001895056,0.0007022728,0.0005110881,0.001619756,0.0005689917,0.001141195,0.002127636,0.001534171,0.02251125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009891038,"about_ca_system_score_gemma":0.0140715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3723225,"about_ca_topic_score_gemma":0.5172366,"domain_scores_codex":[0.9966151,0.0002653375,0.0000922895,0.0003087212,0.002160192,0.0005582322],"domain_scores_gemma":[0.9981167,0.00004990766,0.00007863431,0.0002018791,0.001324589,0.0002283714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006227824,0.0006534028,0.02187288,0.0003784398,0.00003461053,0.001056664,0.0016061,0.02092259,0.01465746,0.01612912,0.3587225,0.5633435],"study_design_scores_gemma":[0.00004616882,0.0002971359,0.01855073,0.0001097948,0.00003303019,0.0002931456,0.001624546,0.008271672,0.008914835,0.0006388254,0.9611038,0.0001162793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1066141,0.001113461,0.06525688,0.002064408,0.001550915,0.002042237,0.004222741,0.009942023,0.8071932],"genre_scores_gemma":[0.209425,0.001156535,0.05491213,0.0004818333,0.00008199516,0.0008202907,0.006012471,0.001267537,0.7258422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3723225,"threshold_uncertainty_score":0.7403106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616231364335617,"score_gpt":0.3442155523913704,"score_spread":0.2680532387480142,"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."}}