{"id":"W2919700845","doi":"10.3390/h8010045","title":"Digital Humanities’ Shakespeare Problem","year":2019,"lang":"en","type":"article","venue":"Humanities","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Digital humanities; Argument (complex analysis); Humanism; Popularity; The arts; Humanities; Literature; Sociology; Art; Philosophy; Visual arts; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01671494,0.0006081606,0.0007342142,0.002617644,0.01650246,0.01714373,0.001733355,0.01339381,0.01998391],"category_scores_gemma":[0.04050058,0.0006049918,0.0005125412,0.003022012,0.05150671,0.02865009,0.01028633,0.01441198,0.004452694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106911,"about_ca_system_score_gemma":0.01107149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178304,"about_ca_topic_score_gemma":0.01486242,"domain_scores_codex":[0.9835922,0.007545181,0.0006824298,0.002702683,0.00443799,0.001039566],"domain_scores_gemma":[0.9707674,0.02128219,0.0007823761,0.002745413,0.002911563,0.001511034],"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":[0.000007288313,0.000006778505,0.00009618019,0.00002930405,0.000002354019,0.00005286599,0.003052956,0.00003623177,0.00001239364,0.963268,0.02672893,0.006706757],"study_design_scores_gemma":[0.00001644945,0.00001017249,0.0001577905,0.0002605732,0.000004302575,0.0002048026,0.003982344,0.0001521073,0.000136623,0.3236074,0.67145,0.0000174975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008841126,0.01281767,0.01350703,0.4306458,0.004863512,0.00004211644,0.00009800542,0.0001184278,0.5290664],"genre_scores_gemma":[0.5990692,0.01439391,0.009740534,0.1115255,0.006315603,0.0002915808,0.0001736227,0.0005162425,0.2579737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9834976,"threshold_uncertainty_score":0.08839816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055643469617089,"score_gpt":0.2120275376218685,"score_spread":0.1514711029256976,"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."}}