{"id":"W2994833485","doi":"10.12745/et.21.1.3525","title":"Review: Jeffrey S. Doty, &lt;i&gt;Shakespeare, Popularity, and the Public Sphere&lt;/i&gt;.","year":2018,"lang":"en","type":"article","venue":"Early Theatre","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Public sphere; Art; Art history; Media studies; Aesthetics; Sociology; Political science; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008063802,0.0003407477,0.0004565296,0.0000998228,0.00107321,0.001017836,0.0004923577,0.00008829282,0.007371458],"category_scores_gemma":[0.0001044054,0.000226577,0.0002009752,0.0001379987,0.00137984,0.0008134172,0.0001295258,0.0002466846,0.0007449733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002557588,"about_ca_system_score_gemma":0.00006590912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003439075,"about_ca_topic_score_gemma":0.004724068,"domain_scores_codex":[0.9977335,0.0003528706,0.0004963577,0.0004565725,0.0004305959,0.0005301196],"domain_scores_gemma":[0.9984356,0.0001930796,0.0001341295,0.0006955908,0.0003603798,0.0001812235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005747809,0.00007524947,0.0002798548,0.0002012199,0.00009020018,0.00001222928,0.02395237,3.458073e-8,0.00002378917,0.8246201,0.1358331,0.01485437],"study_design_scores_gemma":[0.0009964071,0.0001581455,0.001244981,0.0003992513,0.0001054169,0.00002889179,0.0004631303,0.00002439063,0.000005356525,0.01757656,0.9786772,0.0003202774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05249182,0.13769,0.00003305013,0.01477958,0.001804479,0.001147277,0.0001651858,0.0003405206,0.7915481],"genre_scores_gemma":[0.939652,0.003795637,0.0001251266,0.006957564,0.003977001,0.00005977611,0.00007920295,0.00007997315,0.04527372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8871602,"threshold_uncertainty_score":0.9935359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023732881135064,"score_gpt":0.2313571698020156,"score_spread":0.2076242886669516,"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."}}