{"id":"W2016826616","doi":"10.1093/cjres/rss008","title":"Precarious creativity: immigrant cultural workers","year":2012,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Department of Tourism and Culture","keywords":"Creativity; Immigration; Sociology; Political science; Psychology; Social psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0006721829,0.000101752,0.0002146962,0.00001900835,0.0006024745,0.0001166236,0.0001123459,0.0001188174,0.0000401182],"category_scores_gemma":[0.0000464764,0.00007677942,0.0002384903,0.0001183219,0.000340571,0.0007743301,0.00002924022,0.0002454669,0.000003519433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859028,"about_ca_system_score_gemma":0.0001795933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000468172,"about_ca_topic_score_gemma":0.00004876314,"domain_scores_codex":[0.999177,0.00006820935,0.0002553097,0.00007881522,0.0001106187,0.0003100309],"domain_scores_gemma":[0.9991691,0.00008273817,0.0002441716,0.00005958868,0.0001414587,0.0003029961],"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":[0.00001164833,0.00005065314,0.06165644,0.000007771929,0.0001860094,0.000002913753,0.05387266,0.000001721028,0.00001128232,0.006666334,0.8708718,0.006660748],"study_design_scores_gemma":[0.0002460241,0.0000234509,0.01441673,0.00003284145,0.00004065126,0.00004542741,0.07331204,0.000002318964,0.00003340215,0.00003785987,0.9116887,0.0001204841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484402,0.006913057,0.0002541913,0.01317205,0.0006720297,0.0001806382,0.000004001391,0.00002170349,0.03034216],"genre_scores_gemma":[0.9729521,0.002542148,0.0003846871,0.0003168265,0.0008416282,0.000002924325,0.000001522451,0.000005079087,0.02295312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0472397,"threshold_uncertainty_score":0.4633808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202937229640601,"score_gpt":0.2859532096459748,"score_spread":0.2439238373495687,"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."}}