{"id":"W4242669415","doi":"10.32920/ryerson.14668137.v1","title":"Art-repreneur: an examination of the role of entrepreneurial self-identification and technique in the success of creative ventures","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Creative industries; The arts; Entrepreneurship; Value (mathematics); Sample (material); Bootstrapping (finance); Marketing; Creative brief; Business; Sociology; Psychology; Visual arts; Creativity; Computer science; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008633376,0.0001806303,0.0001977584,0.002823013,0.002314403,0.004920829,0.0007510848,0.0005394259,0.00320568],"category_scores_gemma":[0.02806131,0.0002072626,0.0003573722,0.001196082,0.003990731,0.003616307,0.003922198,0.001006786,0.0003055257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009326298,"about_ca_system_score_gemma":0.001324446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193375,"about_ca_topic_score_gemma":0.002267003,"domain_scores_codex":[0.9957776,0.002413537,0.0001773064,0.0002244764,0.0009922036,0.0004148807],"domain_scores_gemma":[0.9638171,0.02599046,0.00496404,0.001835422,0.001695396,0.001697596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003117043,0.0008077845,0.5927309,0.0002688125,0.0000555376,0.001829817,0.2400401,0.0004178198,0.001242256,0.02772667,0.001015891,0.1335528],"study_design_scores_gemma":[0.00001535285,0.0003215477,0.6926708,0.0002583829,0.00003958283,0.001937159,0.2724487,0.002200226,0.001195816,0.01181968,0.01703536,0.00005738949],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737322,0.0001559856,0.0007631202,0.0002714134,0.000008114909,0.00003325751,0.00001544027,0.000008064608,0.02501239],"genre_scores_gemma":[0.9978772,0.0000951962,0.0005018887,0.00003091574,0.000005543515,0.00002107024,0.00001333372,0.000005451303,0.001449366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008633376,"threshold_uncertainty_score":0.04565817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971582899121382,"score_gpt":0.2834181081553224,"score_spread":0.2637022791641085,"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."}}