{"id":"W4321228128","doi":"10.4337/9781803924069.00010","title":"What constitutes a 'good city': some case studies","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Land use; Urban planning; Land-use planning; Corporate governance; Geography; Political science; Regional science; Engineering; Civil engineering; Economics; Management","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":[0.007491478,0.0008016247,0.0006620482,0.002206715,0.02789437,0.009445034,0.002846581,0.007277659,0.006615521],"category_scores_gemma":[0.01231546,0.000881321,0.000780334,0.008211355,0.0136689,0.007189018,0.008443124,0.005448083,0.0007417755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110924,"about_ca_system_score_gemma":0.003689686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05352023,"about_ca_topic_score_gemma":0.158506,"domain_scores_codex":[0.9883091,0.009270196,0.0002497663,0.0003386106,0.0008507955,0.0009815296],"domain_scores_gemma":[0.9922138,0.005696486,0.0003623891,0.0003568004,0.000476292,0.0008942331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001138298,0.000779056,0.008076221,0.0008286415,0.00002708644,0.03906226,0.6536651,0.001459659,0.0005194648,0.228633,0.03238937,0.03444619],"study_design_scores_gemma":[0.00003103029,0.0001047139,0.003221563,0.0007715847,0.00002243202,0.006788162,0.7112597,0.0005580598,0.0004140245,0.01582121,0.2609577,0.00004970035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6534361,0.01119099,0.01353379,0.03088893,0.0006179879,0.001358512,0.0006440211,0.00008904959,0.2882406],"genre_scores_gemma":[0.9341493,0.01115612,0.01295032,0.002820003,0.00009066335,0.0008901018,0.000274965,0.0001011596,0.0375675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05352023,"threshold_uncertainty_score":0.1064174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08975369347893992,"score_gpt":0.3266511306729051,"score_spread":0.2368974371939652,"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."}}