{"id":"W1993818359","doi":"10.1177/0891242407309822","title":"Cultivating the Creative Class: And What About Nanaimo?","year":2008,"lang":"en","type":"article","venue":"Economic Development Quarterly","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creative class; Amenity; Luck; Class (philosophy); Economics; Economic growth; Marketing; Business; Creativity; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000431444,0.0001569365,0.0001727021,0.00003595485,0.001823433,0.0004174406,0.0002160448,0.00008454102,0.0006460841],"category_scores_gemma":[0.00002230444,0.0001148428,0.00003441537,0.00007840745,0.0003702746,0.0009372886,0.00003053914,0.0001364312,0.0002046734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814634,"about_ca_system_score_gemma":0.0004887774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179556,"about_ca_topic_score_gemma":0.002848882,"domain_scores_codex":[0.9988033,0.00008145611,0.0003378378,0.000274745,0.0001427491,0.0003599628],"domain_scores_gemma":[0.9994809,0.0001095181,0.0001360995,0.0001085342,0.00004141375,0.0001235424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001441781,0.00002577428,0.00804756,0.000005119247,0.0001187823,0.00001067633,0.3856274,0.000003343681,0.00001516143,0.006039343,0.1189899,0.4811025],"study_design_scores_gemma":[0.000211626,0.000026868,0.04100093,0.00004003968,0.000003417109,0.000006657203,0.1194476,0.000008853965,0.00007877639,0.0001591363,0.8387944,0.0002217212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568158,0.0005064472,0.00002109405,0.006468086,0.0005675492,0.0003327909,0.000001219478,0.00006389131,0.03522313],"genre_scores_gemma":[0.919277,0.0009598684,0.001060785,0.0007051256,0.0003455585,0.00008846806,0.000009521298,0.00001683814,0.0775369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7198045,"threshold_uncertainty_score":0.9994761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500800268302898,"score_gpt":0.2610024246888435,"score_spread":0.2259944220058145,"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."}}