{"id":"W2740173379","doi":"10.1177/0042098017719191","title":"Urban virtues and the innovative city: An experiment in placing innovation in Edmonton, Canada","year":2017,"lang":"en","type":"article","venue":"Urban Studies","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Prosperity; Urbanism; Sociology; Narrative; Creative city; Place identity; Economic geography; Urban planning; Economic growth; Political science; Creativity; Architecture; Geography; Engineering; Civil engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003892099,0.0007384992,0.0007202369,0.001217028,0.02830231,0.005312833,0.002683616,0.002428815,0.006346738],"category_scores_gemma":[0.004229536,0.0006122479,0.000521311,0.001952718,0.01397213,0.00146892,0.006830237,0.002524057,0.0003996472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0520438,"about_ca_system_score_gemma":0.06172133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626369,"about_ca_topic_score_gemma":0.9923557,"domain_scores_codex":[0.9964528,0.001252909,0.00005281693,0.0005475258,0.0006445486,0.00104942],"domain_scores_gemma":[0.9967229,0.001279799,0.0001153998,0.0002290027,0.0006265516,0.001026443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00100767,0.002947583,0.02543807,0.0002591481,0.00004138512,0.003290667,0.9110621,0.0009614875,0.007302118,0.01548411,0.004518932,0.02768685],"study_design_scores_gemma":[0.0001940926,0.000978881,0.03580064,0.0001444922,0.00004628945,0.000165826,0.9087339,0.001740518,0.002326799,0.001909501,0.04782144,0.0001376522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983929,0.00008998384,0.0004967956,0.0007743658,0.00003021916,0.0002577455,0.0001109016,0.00001622895,0.01429464],"genre_scores_gemma":[0.9835002,0.000186884,0.001719965,0.0004372179,0.000007274077,0.0002122637,0.00009000891,0.00002899816,0.0138171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0520438,"threshold_uncertainty_score":0.3776059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09380046496170187,"score_gpt":0.3524072703456219,"score_spread":0.25860680538392,"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."}}