{"id":"W2080599733","doi":"10.1177/0042098011422391","title":"Civil Cities and Urban Governance","year":2011,"lang":"en","type":"article","venue":"Urban Studies","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate governance; Public administration; Political science; Urban regeneration; Urban planning; Regional science; Geography; Economic growth; Environmental planning; Civil engineering; Business; 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":[0.0002562241,0.0001221156,0.0001993624,0.0000174026,0.0005407071,0.00002940942,0.0001542857,0.00004823477,0.00006288666],"category_scores_gemma":[0.0003493644,0.0001096902,0.00003583316,0.0001228908,0.0007342625,0.00018225,0.00007615228,0.00009212725,0.0000365083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005645074,"about_ca_system_score_gemma":0.00003957815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340011,"about_ca_topic_score_gemma":0.00247968,"domain_scores_codex":[0.9990194,0.00005644624,0.0001318474,0.0002226912,0.000259187,0.0003104065],"domain_scores_gemma":[0.9994956,0.0001267816,0.0001053285,0.0001300067,0.00007368949,0.00006862096],"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":[0.00001200893,0.0000177748,0.2863061,0.00001504066,0.00006864935,0.00001191741,0.1545028,3.992303e-8,0.00000340234,0.07749537,0.4808153,0.0007516202],"study_design_scores_gemma":[0.0002186021,0.00006567359,0.1868331,0.00009680918,0.00003234957,0.000001296699,0.01729356,0.000001330608,0.00005321562,0.0038024,0.7913259,0.000275771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3213937,0.1240913,0.00001377731,0.00121791,0.00110102,0.0001958959,0.00004187743,0.0002766547,0.5516679],"genre_scores_gemma":[0.9360757,0.003632928,0.0001734889,0.0002495737,0.00034032,0.00001367708,3.568155e-7,0.000009235915,0.05950469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.614682,"threshold_uncertainty_score":0.4473036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07714587550427425,"score_gpt":0.2882741481535698,"score_spread":0.2111282726492956,"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."}}