{"id":"W2341741101","doi":"","title":"92 Avenue (Edmonton) Arterial Roundabouts: Collaborative Concept Development","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Plan (archaeology); Status quo; Roundabout; Process (computing); Transport engineering; Engineering; Operations management; Computer science; Political science; Geography","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":[0.005167248,0.0004178103,0.0001173662,0.0006119766,0.002443591,0.003291865,0.001397982,0.0009688908,0.01648979],"category_scores_gemma":[0.002852549,0.0003605593,0.0002869192,0.0005185152,0.001649603,0.001325193,0.003394573,0.001067885,0.002062821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004867435,"about_ca_system_score_gemma":0.01540553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06161179,"about_ca_topic_score_gemma":0.2064334,"domain_scores_codex":[0.998014,0.0007122796,0.00003621104,0.000262552,0.0007393195,0.0002357638],"domain_scores_gemma":[0.99804,0.0004447616,0.00007230221,0.0002085226,0.0006702673,0.0005640832],"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":[0.0001781551,0.0005951645,0.005711925,0.0004160772,0.00002192891,0.003782318,0.04122102,0.01067689,0.01814351,0.2292732,0.1251041,0.5648757],"study_design_scores_gemma":[0.000042315,0.0002927296,0.004372418,0.0002359551,0.00001391711,0.0007616907,0.01276534,0.003172395,0.004293458,0.008395744,0.9656109,0.0000430992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1771365,0.00186539,0.1541582,0.00728001,0.0007373004,0.001618256,0.0003252447,0.001152053,0.655727],"genre_scores_gemma":[0.3181546,0.001290181,0.2852093,0.0006167729,0.0000597994,0.0005837186,0.0004993262,0.0002627057,0.3933237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9383882,"threshold_uncertainty_score":0.1225064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005619338963140473,"score_gpt":0.2024733210301971,"score_spread":0.1968539820670566,"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."}}