{"id":"W1606990690","doi":"","title":"The deadlock of technocratic planning: Quebec City’s urban form and transportation dilemmas","year":2013,"lang":"en","type":"article","venue":"˜The œjournal of space syntax","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Space syntax; Transport engineering; Street network; TRIPS architecture; Metropolitan area; Urban planning; Sustainable transport; Public transport; Sustainable city; Land use; Business; Transportation planning; Environmental planning; Spatial planning; Space (punctuation); Sustainability; Geography; Civil engineering; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338101,0.0001116687,0.0002002089,0.00008050122,0.00009292683,0.00004040069,0.0001846352,0.00005237422,0.00003173999],"category_scores_gemma":[0.00001110492,0.00006248666,0.00008376858,0.0001656982,0.00007465162,0.0001563045,0.000004921903,0.0001897772,0.000002839369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000336184,"about_ca_system_score_gemma":0.00001939093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569719,"about_ca_topic_score_gemma":0.004742262,"domain_scores_codex":[0.9992266,0.00001818336,0.0003464228,0.00004733427,0.000217304,0.0001441161],"domain_scores_gemma":[0.9994037,0.0001351474,0.0001759446,0.0001351925,0.00009023835,0.00005975439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005636108,0.0003439148,0.2782076,0.001017435,0.005696423,0.0001332839,0.05442929,0.08186189,0.2842999,0.00751147,0.1792281,0.1067071],"study_design_scores_gemma":[0.004532603,0.001814391,0.4880303,0.001655084,0.00389745,0.0004003282,0.02582536,0.3245706,0.0696407,0.0228826,0.05440374,0.002346905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742371,0.001510083,0.02296465,0.0007708542,0.00008101464,0.0001461853,0.000002605129,0.00002415849,0.0002633258],"genre_scores_gemma":[0.9988786,0.00009346697,0.0002747941,0.00001105111,0.00005247543,0.000003612043,6.762804e-7,0.0000136607,0.0006716716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427087,"threshold_uncertainty_score":0.2646294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007024639489862641,"score_gpt":0.184174177432182,"score_spread":0.1771495379423194,"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."}}