{"id":"W4255945898","doi":"10.1002/9781118405376.wbevl092","title":"Digital studies","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Victorian Literature","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Reading (process); Digital culture; Digital humanities; Scholarship; Digital scholarship; Digital media; Digital Revolution; Media studies; Victorian literature; History; Sociology; World Wide Web; Literature; Computer science; Art; Political science; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001458108,0.0003943461,0.0005046324,0.0001569343,0.0001066649,0.0007254471,0.0005709834,0.0001713625,0.00215399],"category_scores_gemma":[0.0001207199,0.0002279689,0.0001554397,0.00007342169,0.0004959774,0.0004122875,0.000140922,0.0004315442,0.000199689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893199,"about_ca_system_score_gemma":0.00006598786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006552352,"about_ca_topic_score_gemma":0.0002518701,"domain_scores_codex":[0.9987094,0.00003943919,0.0003148134,0.0002483752,0.0004271378,0.0002608223],"domain_scores_gemma":[0.9987254,0.00008412464,0.0002762024,0.0005364845,0.0002971498,0.00008067099],"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":[0.0000106611,0.00002790465,0.000002718311,0.0001397685,0.0001798921,0.00001069296,0.06307517,3.081112e-8,3.272033e-8,0.1017976,0.8342096,0.0005459658],"study_design_scores_gemma":[0.0001524633,0.00008178389,6.05621e-7,0.0006963406,0.00004356521,0.000002778308,0.004249879,5.198865e-8,1.440936e-7,0.007179611,0.9873204,0.0002723339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002575835,0.03637378,6.833199e-8,0.0001277885,0.005973997,0.0002371959,0.00226986,0.0001590893,0.9548324],"genre_scores_gemma":[0.0007723,0.001022127,0.000005289206,0.0001027358,0.01316968,0.00001493311,0.0003755907,0.0002817441,0.9842556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1531109,"threshold_uncertainty_score":0.9987582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735751117361719,"score_gpt":0.2480397525041495,"score_spread":0.2206822413305323,"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."}}