{"id":"W2752044672","doi":"10.1386/mms.3.3.369_1","title":"The entrepreneurial imperative: Recording artists in extreme metal music proto-markets","year":2017,"lang":"en","type":"article","venue":"Metal Music Studies","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Music industry; Revenue; Subjectivity; Popular music; Visual arts; Sociology; Art; Public relations; Aesthetics; Political science; Business; Music education","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006623413,0.0003077878,0.0004770285,0.00005506771,0.004272668,0.0004296232,0.0004387589,0.00004718147,0.002265158],"category_scores_gemma":[0.000714687,0.0001869856,0.0002093093,0.0000314824,0.001011574,0.0003798103,0.000281153,0.000273089,0.00009439002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007281979,"about_ca_system_score_gemma":0.00003242623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662452,"about_ca_topic_score_gemma":0.02242588,"domain_scores_codex":[0.9982322,0.0002246254,0.0004068286,0.0004369082,0.0002861493,0.0004132677],"domain_scores_gemma":[0.9987516,0.0001806539,0.0002768398,0.0005970145,0.0001419076,0.00005197339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006954259,0.0004510945,0.001095664,0.0002169623,0.002022907,0.0003120987,0.4619119,0.000002940692,0.003963076,0.1835404,0.2290928,0.1166948],"study_design_scores_gemma":[0.0009180839,0.00008758646,0.002064097,0.00009509764,0.0001256334,0.000006216968,0.01303201,0.00001354509,0.0002750103,0.003531895,0.9794681,0.0003826925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8416023,0.005972332,0.000001583253,0.001020633,0.01064222,0.001417941,0.00002915263,0.00009956498,0.1392142],"genre_scores_gemma":[0.9596176,0.00009094796,0.00001818697,0.0001834953,0.002369121,0.0004954184,0.000003417464,0.00002241124,0.03719943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7503754,"threshold_uncertainty_score":0.9986469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978221439148705,"score_gpt":0.2901901743643185,"score_spread":0.09236803044944808,"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."}}