{"id":"W2010442456","doi":"10.1016/j.cities.2012.05.017","title":"Creativity and the crisis: The impact of creative workers on regional unemployment","year":2012,"lang":"en","type":"article","venue":"Cities","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unemployment; Metropolitan area; Recession; Demographic economics; Economics; Business cycle; Creative class; Financial crisis; Period (music); Great recession; Human capital; Distribution (mathematics); Depression (economics); Creativity; Labour economics; Economic growth; Geography; Political science; Macroeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082037,0.0001829276,0.000308631,0.0009276691,0.004156123,0.005406728,0.0007077172,0.001802183,0.009846801],"category_scores_gemma":[0.00396982,0.000156767,0.0004952571,0.00156013,0.003581209,0.001837873,0.004603553,0.001654719,0.000305521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003435047,"about_ca_system_score_gemma":0.004190305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04719028,"about_ca_topic_score_gemma":0.08535869,"domain_scores_codex":[0.9982345,0.0006116186,0.00003660278,0.00005105557,0.0001119314,0.0009541142],"domain_scores_gemma":[0.9972677,0.0005162432,0.0004992209,0.00007224199,0.0002320699,0.001412539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002466904,0.001503485,0.6419247,0.0005318949,0.0002477569,0.004973213,0.1094037,0.004308585,0.001050842,0.1139093,0.02440522,0.0952743],"study_design_scores_gemma":[0.0000968497,0.0002267803,0.6030127,0.0004492024,0.00009621623,0.000546685,0.3467067,0.001543536,0.0002486639,0.01487773,0.03211889,0.00007604256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547886,0.002369307,0.00007023644,0.0175233,0.00009406628,0.00001018589,0.0001250117,0.000004652062,0.02501481],"genre_scores_gemma":[0.9980037,0.0007950527,0.00001366616,0.000287175,0.00006203414,0.00000490821,0.00001980861,0.000002721408,0.0008110531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04719028,"threshold_uncertainty_score":0.09383118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531700142370845,"score_gpt":0.3404550144056251,"score_spread":0.2551380129819167,"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."}}