{"id":"W4250806161","doi":"10.1002/9781118786352.wbieg0762","title":"Creative Class","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Class (philosophy); The arts; Creative class; Visual arts; Sociology; Psychology; Creativity; Art; Computer science; Artificial intelligence; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001306845,0.0001542246,0.0002144197,0.0002801682,0.000137971,0.00005344361,0.0007356369,0.0002754686,0.01272229],"category_scores_gemma":[0.0001593288,0.0001396489,0.0001721088,0.00007752908,0.000478945,0.00007751961,0.00008323196,0.0001547342,0.00005503573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004376293,"about_ca_system_score_gemma":0.0001666045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03183467,"about_ca_topic_score_gemma":0.00739719,"domain_scores_codex":[0.9988343,0.00003346433,0.0001686329,0.0002151844,0.0005703589,0.0001780334],"domain_scores_gemma":[0.9990937,0.00003249199,0.0004507312,0.0001824674,0.0001590376,0.00008153444],"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":[0.000004515399,0.00002612269,0.006714303,0.000004689415,0.0001870837,0.000004578247,0.000321078,1.123103e-7,1.875723e-7,0.002928843,0.9688534,0.02095508],"study_design_scores_gemma":[0.0001202537,0.00001028834,0.003151731,0.0001789908,0.00001854485,2.512517e-7,0.0002856201,2.473081e-7,0.000001594698,0.0003307975,0.9957375,0.0001642092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002408245,0.0005660555,0.00001030144,0.001611455,0.002291287,0.0001866968,0.000143541,0.00006699131,0.9950996],"genre_scores_gemma":[0.0002719901,0.00990015,0.0002434102,0.00004658252,0.001207522,0.00002041882,0.00007551686,0.00005310828,0.9881813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02688406,"threshold_uncertainty_score":0.9881802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821766662935611,"score_gpt":0.2980181950967484,"score_spread":0.2798005284673923,"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."}}