{"id":"W7043313228","doi":"","title":"Songwriting Camps:Geschichte, Theorien und Forschungsansätze zur Fließband-Produktion von populärer Musik","year":2024,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Key (lock); Music industry; Period (music); Creative work","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081969,0.0002653708,0.000337663,0.0004553007,0.001655432,0.0002495239,0.0005369018,0.0003045255,0.5716558],"category_scores_gemma":[0.0001664286,0.0002682047,0.0002880743,0.0002872772,0.0009815248,0.000972166,0.0001783498,0.001261742,0.0002365414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.8668e-7,"about_ca_system_score_gemma":0.0002195948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500092,"about_ca_topic_score_gemma":0.0083666,"domain_scores_codex":[0.9973223,0.000227572,0.0002830967,0.0006596029,0.0008238309,0.0006835579],"domain_scores_gemma":[0.998485,0.0003545348,0.00009248286,0.0004582761,0.0004035183,0.0002062253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006475023,0.00006598674,0.00001888518,0.0002811469,0.0001296213,0.0002737562,0.04969975,0.000003541481,0.0003053504,0.2237766,0.7217972,0.003583424],"study_design_scores_gemma":[0.0002987953,0.000214187,0.000002695697,0.0002760097,0.00009070517,0.00001255169,0.89627,0.0001344379,0.0001091579,0.004965209,0.09730753,0.0003187426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003220552,0.002548163,0.000410867,0.002520872,0.001239291,0.0003843161,0.00005443479,0.0002125088,0.989409],"genre_scores_gemma":[0.9572219,0.0001314846,0.0001599971,0.0001568122,0.0008399677,0.00000287541,0.00005863917,0.00003144334,0.04139683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9540014,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047148938146613,"score_gpt":0.2966045730943148,"score_spread":0.2161330837128487,"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."}}