{"id":"W2891118173","doi":"10.1093/oso/9780199832538.001.0001","title":"Broadway to Main Street","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expansive; Popular music; Musical; Art; Chorus; Punk; Visual arts; Art history; Music industry; Media studies; Performance art; History; Literature; Sociology; Music education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006239849,0.0002994386,0.0002924463,0.0001116504,0.000620266,0.0000826379,0.0005448348,0.000234728,0.004076137],"category_scores_gemma":[0.000003486577,0.0003094928,0.0001708139,0.000003559682,0.0003433693,0.00008026161,0.0002104967,0.0003037542,0.00003234933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616589,"about_ca_system_score_gemma":0.0001587501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008483633,"about_ca_topic_score_gemma":0.004854979,"domain_scores_codex":[0.9989581,0.00004541822,0.0001219218,0.0003857092,0.000218126,0.0002707575],"domain_scores_gemma":[0.9991561,0.00001958178,0.0001082212,0.0004246587,0.0001141681,0.0001772874],"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":[0.00002955692,0.000006401677,5.761906e-8,0.00003247723,0.00004297177,0.00003941659,0.008750473,2.369948e-7,0.000001098767,0.4546668,0.5357748,0.0006558047],"study_design_scores_gemma":[0.0002077548,0.00009859176,2.754956e-7,0.0001200221,0.0001085479,9.262577e-7,0.0007663116,9.204079e-7,0.000006111094,0.0003476985,0.9979483,0.0003945157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004779499,0.00002557061,0.00001904307,0.000009195813,0.0006648119,0.000306893,0.0006569339,0.0001315405,0.9981382],"genre_scores_gemma":[0.00004877845,0.000004473328,0.00004368581,0.0003817769,0.001514993,0.000001103258,0.0001017032,0.00003352753,0.99787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4621736,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832891251660762,"score_gpt":0.1807156206710857,"score_spread":0.1523867081544781,"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."}}