{"id":"W4303647230","doi":"10.1111/gwao.12916","title":"Hustling in the creative industries: Narratives and work practices of female filmmakers and fashion designers","year":2022,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Copenhagen Business School","keywords":"Narrative; Fashion industry; Creative industries; Work (physics); Fashion design; Creative work; Sociology; Visual arts; Gender studies; Aesthetics; Art; Advertising; Political science; Business; Engineering; Literature; Clothing; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005885076,0.0006379788,0.0005441139,0.002077084,0.01384185,0.007320026,0.000892961,0.001455127,0.003226659],"category_scores_gemma":[0.008716772,0.0005956588,0.0002245559,0.001659123,0.0136576,0.003023308,0.004141222,0.001953349,0.0002358008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004006109,"about_ca_system_score_gemma":0.002612546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570857,"about_ca_topic_score_gemma":0.03204088,"domain_scores_codex":[0.9961095,0.002635753,0.0001119787,0.0003328017,0.0002824996,0.0005274436],"domain_scores_gemma":[0.9926483,0.005508941,0.0006101208,0.0002205405,0.0003214873,0.0006905704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001568817,0.000008420778,0.002410833,0.00002178679,0.00000131257,0.0003394347,0.994437,0.00001099586,0.0003038621,0.0007247782,0.0001263454,0.001599515],"study_design_scores_gemma":[0.000001929598,0.00001235427,0.00139223,0.00004876547,0.000002342272,0.000179459,0.9909005,0.0000292114,0.000322777,0.0001635302,0.006939632,0.000007185619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896011,0.0003913622,0.0006805629,0.0007893579,0.0000252927,0.00004373594,0.00003166727,0.000006194982,0.008430841],"genre_scores_gemma":[0.9958039,0.0002540758,0.0003554173,0.0001118229,0.00000804122,0.00002480454,0.00001364666,0.000008645477,0.003419664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570857,"threshold_uncertainty_score":0.03123426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08106416806004639,"score_gpt":0.2985153591110382,"score_spread":0.2174511910509918,"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."}}