{"id":"W4399140907","doi":"10.22148/001c.116919","title":"The Afterlives of Shakespeare and Company in Online Social Readership","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Social media; Advertising; Art; Sociology; Media studies; Business; World Wide Web; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001940882,0.00008013727,0.0001789645,0.00008123141,0.0001234915,0.0002716152,0.00009895955,0.0000242691,0.00008906944],"category_scores_gemma":[0.00003832917,0.0000429314,0.0001031593,0.00005618808,0.0002560902,0.0003286359,0.000009944802,0.0001946037,0.000001395469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481779,"about_ca_system_score_gemma":0.00003157907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002681967,"about_ca_topic_score_gemma":0.000651409,"domain_scores_codex":[0.9991843,0.00004707811,0.0004132944,0.00005762147,0.0001899329,0.000107845],"domain_scores_gemma":[0.9994468,0.0001528421,0.0001061746,0.0000351329,0.0002263601,0.00003267291],"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":[0.000140376,0.000118094,0.0009118019,0.0002678162,0.0002678006,0.0001102193,0.6049796,0.00002985149,0.0001366237,0.3734211,0.009977815,0.009638813],"study_design_scores_gemma":[0.0006863292,0.0003484086,0.02075078,0.0007646391,0.0002510821,0.0001047074,0.4725919,0.003162726,0.00003040379,0.01105746,0.4899853,0.000266245],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982346,0.00801276,0.000005627732,0.005707357,0.0003983131,0.0000441141,0.00004402765,0.000008418449,0.003433377],"genre_scores_gemma":[0.9953092,0.0002473203,0.00004728214,0.00009371528,0.0009933697,2.118643e-7,0.000004957955,0.00000579099,0.003298161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800075,"threshold_uncertainty_score":0.2619191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08475425153316005,"score_gpt":0.2968488934410751,"score_spread":0.212094641907915,"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."}}