{"id":"W3138874291","doi":"10.3983/twc.2021.2075","title":"Broadway YouTubers and musical theater fandom","year":2021,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fandom; Musical; Art; Visual arts; Sociology; Media studies; Advertising; Literature; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0001046208,0.00007810455,0.0001197119,0.00001015965,0.0001550086,0.0002189034,0.00003836658,0.00006761451,0.0001430483],"category_scores_gemma":[0.00001855112,0.00005227115,0.00004041001,0.00006468435,0.0002762731,0.0003425389,0.000009463949,0.00009913765,0.000005163578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006973964,"about_ca_system_score_gemma":0.00002435745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003318035,"about_ca_topic_score_gemma":0.0005612043,"domain_scores_codex":[0.9994509,0.0000352555,0.00008784705,0.0001111898,0.0001360811,0.0001786754],"domain_scores_gemma":[0.9997445,0.00003585877,0.00001239019,0.00003635792,0.00003947097,0.0001314698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004527773,0.00004346221,0.0002643007,0.00002231724,0.00004790021,0.00001193574,0.4537683,0.000001839235,0.0001427081,0.02499607,0.002866506,0.5177894],"study_design_scores_gemma":[0.0007166109,0.00002801811,0.00251552,0.00007962735,0.0000255755,0.000005859592,0.102995,0.000009393333,0.0003424792,0.001245856,0.8918783,0.0001577343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3355525,0.002770471,0.0002094258,0.003288585,0.0001269311,0.0001547027,0.00001641849,0.00004123364,0.6578397],"genre_scores_gemma":[0.9871886,0.002385843,0.00006562594,0.0006810994,0.00009212842,0.000006757417,0.000009778708,0.000003912283,0.009566235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8890118,"threshold_uncertainty_score":0.2131556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050846184565967,"score_gpt":0.274444931366644,"score_spread":0.2639364695209843,"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."}}