{"id":"W2999312388","doi":"","title":"Regional Cultures, Economies, and Creativity : Innovating Through Place in Australia and Beyond","year":2019,"lang":"en","type":"book","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Economic geography; Economy; Business; Sociology; Geography; Political science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.000324044,0.0002160015,0.0003294097,0.00004228408,0.0002229775,0.0001720912,0.0001123663,0.0004817862,0.0008652545],"category_scores_gemma":[0.00004754028,0.0001783305,0.00002382661,0.00009342493,0.0003422724,0.0002939553,0.0001107109,0.0004087018,0.00001426619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972873,"about_ca_system_score_gemma":0.0005248711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01213867,"about_ca_topic_score_gemma":0.02731049,"domain_scores_codex":[0.9988565,0.00004313707,0.0002732951,0.0003741719,0.0001830003,0.0002699089],"domain_scores_gemma":[0.9994987,0.0001376787,0.0001567698,0.00008612635,0.00005871163,0.00006201718],"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":[0.000006846081,0.000005935632,0.002313722,0.00002222821,0.00002090839,0.000003869377,0.004360259,5.070922e-7,7.111225e-7,0.1285664,0.8633587,0.001339877],"study_design_scores_gemma":[0.0002140868,0.00001593866,0.001605532,0.00009244763,0.000006906354,0.000002718606,0.002372871,0.000001232113,0.000001580078,0.006239802,0.9891672,0.0002796902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01450561,0.0004043008,0.000001057265,0.005604025,0.000171319,0.0004635018,0.00002339234,0.00002842126,0.9787984],"genre_scores_gemma":[0.000820014,0.0004454009,0.0004869274,0.0003961884,0.000212674,0.000007831474,0.00006529953,0.000008990924,0.9975567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1258085,"threshold_uncertainty_score":0.9944396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08742889324747012,"score_gpt":0.3279409087461699,"score_spread":0.2405120154986998,"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."}}