{"id":"W2043426024","doi":"10.7202/037502ar","title":"Innovation and Creativity: Is there economic significance to the creative city ?","year":2009,"lang":"en","type":"article","venue":"Management international","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Variety (cybernetics); Sociology; Process (computing); Creative brief; Creative Cities; Economic geography; Epistemology; Psychology; Social psychology; Computer science; Geography; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000253946,0.000055149,0.00004534995,0.00004851883,0.0002338566,0.000160416,0.0001760221,0.00001987129,0.001310713],"category_scores_gemma":[0.00001905118,0.00004077984,0.0000102845,0.000139946,0.00004048499,0.0001295592,0.0000483111,0.00004332335,0.00004508291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783251,"about_ca_system_score_gemma":0.00001677998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007000579,"about_ca_topic_score_gemma":0.000372064,"domain_scores_codex":[0.9994711,0.0000177689,0.0001052096,0.0001397425,0.0001711738,0.00009495045],"domain_scores_gemma":[0.9998018,0.00001790474,0.00004812189,0.00005740858,0.00005235872,0.0000223831],"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":[0.00001729602,0.0000252656,0.008370616,9.742669e-7,0.00006612654,0.000001814342,0.004897013,0.00002399279,0.000006867978,0.3500477,0.4843836,0.1521587],"study_design_scores_gemma":[0.00007445422,0.00001526336,0.1326163,0.00000884919,0.000003850575,1.023379e-7,0.003639225,0.00002953449,0.00005054939,0.004121808,0.8593782,0.00006190468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2466944,0.00001927759,0.0006339132,0.1904381,0.0002752855,0.0004160939,0.0000146963,0.00002981465,0.5614784],"genre_scores_gemma":[0.8651797,0.0000678348,0.0002115848,0.003148105,0.0001711641,0.00002082852,0.000007826053,0.000001739626,0.1311913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6184853,"threshold_uncertainty_score":0.9996022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227719324116948,"score_gpt":0.313148387739345,"score_spread":0.2608711944981755,"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."}}