{"id":"W7082275244","doi":"10.14288/1.0450110","title":"Chancellor Boulevard – East Mall Intersection Redesign","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boulevard; Pedestrian; Intersection (aeronautics); Redevelopment; Gateway (web page); Sketch; Roundabout; Plan (archaeology)","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":[0.001647083,0.0008340354,0.0002709404,0.0011018,0.002062872,0.002452655,0.001157208,0.0008161371,0.06523772],"category_scores_gemma":[0.001854218,0.0006473366,0.0006618779,0.0005372272,0.0005410244,0.0008569706,0.001859579,0.001591431,0.01262063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004184129,"about_ca_system_score_gemma":0.005317126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05110906,"about_ca_topic_score_gemma":0.1518015,"domain_scores_codex":[0.9984052,0.0002123459,0.0000551299,0.0001367287,0.0009145516,0.0002760862],"domain_scores_gemma":[0.9984556,0.00006715592,0.00003566593,0.0001636181,0.001045663,0.000232195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007672016,0.0008073112,0.01623457,0.0005160825,0.00004069016,0.001062675,0.003766142,0.02180768,0.02347232,0.0430241,0.497299,0.3912022],"study_design_scores_gemma":[0.00006103342,0.0006203853,0.01056461,0.0001090652,0.00002638651,0.0003097352,0.001226474,0.009449161,0.008326868,0.001174743,0.9680557,0.00007585706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1631587,0.0003339471,0.1292609,0.002472084,0.002199107,0.004436522,0.004057862,0.007928999,0.6861519],"genre_scores_gemma":[0.257716,0.0003445472,0.1496291,0.0005541889,0.0001210253,0.002191182,0.005055492,0.001978028,0.5824105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06523772,"threshold_uncertainty_score":0.2182419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008468007932876791,"score_gpt":0.1641292831453103,"score_spread":0.1556612752124335,"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."}}