{"id":"W4408682067","doi":"10.59962/9780774869942-010","title":"7 Metro Vancouver on the Thin Edge of Innovation and Associated Conundrums","year":2024,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Economic geography; Geography; Computer science; Telecommunications","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":[0.0005891395,0.0004757604,0.0003937075,0.001733846,0.01277774,0.01527611,0.0009334899,0.002898437,0.06123574],"category_scores_gemma":[0.001641184,0.0004088894,0.0002136858,0.003397021,0.003995228,0.002489829,0.003233532,0.004719664,0.008284187],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02044128,"about_ca_system_score_gemma":0.02320841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6733422,"about_ca_topic_score_gemma":0.9182624,"domain_scores_codex":[0.9989042,0.0001731577,0.0000157981,0.00008544062,0.0004743717,0.000346886],"domain_scores_gemma":[0.9992084,0.0001185172,0.00002211444,0.00004977406,0.0003046958,0.0002965377],"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":[0.00001914584,0.00002326004,0.0003407451,0.0000711004,0.000002931632,0.0001742617,0.002745354,0.0001139106,0.0001283931,0.3613061,0.5801045,0.05497038],"study_design_scores_gemma":[0.000001244276,0.000001954174,0.0002797117,0.00008455326,9.328396e-7,0.00002790545,0.00130288,0.00002779594,0.00002552422,0.005795482,0.9924471,0.000004839363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00193834,0.01423712,0.0002325281,0.01545487,0.001541209,0.00001582306,0.00007914592,0.00002707317,0.9664739],"genre_scores_gemma":[0.02472567,0.007878239,0.000230215,0.002164514,0.0002013735,0.00001743706,0.00005447853,0.00004524775,0.9646828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9795587,"threshold_uncertainty_score":0.657163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213338087416136,"score_gpt":0.156414729271011,"score_spread":0.1350809205293975,"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."}}