{"id":"W3157328495","doi":"","title":"7. The Evaluation and Peer Review of Digital Scholarship in the Humanities","year":2020,"lang":"en","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Los Angeles; Graduate Center; National Institutes of Health; University of Illinois at Urbana-Champaign; Medieval Academy of America; Directorate for Computer and Information Science and Engineering; City University of New York; University of Southern California; Princeton University; American Council of Learned Societies; University of California Humanities Research Institute; Georgetown University; Andrew W. Mellon Foundation; Northwestern University; Institute of Museum and Library Services; John D. and Catherine T. MacArthur Foundation; York University; National Endowment for the Humanities; National Science Foundation","keywords":"Digital humanities; Scholarship; Humanities; Digital scholarship; Library science; Sociology; Art; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02080459,0.0003240402,0.0005322006,0.003499727,0.003441088,0.01379353,0.00158906,0.004108643,0.01345309],"category_scores_gemma":[0.04672103,0.0002442174,0.0003337462,0.003380827,0.01018491,0.006300503,0.004426226,0.001991071,0.005652113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006902014,"about_ca_system_score_gemma":0.01273547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988788,"about_ca_topic_score_gemma":0.008892998,"domain_scores_codex":[0.9560232,0.02380907,0.00178678,0.0009502923,0.01626417,0.001166522],"domain_scores_gemma":[0.9471834,0.03028969,0.001991051,0.00270787,0.01628041,0.001547642],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001658274,0.00006738515,0.0003428805,0.000973576,0.000006479318,0.0002470417,0.01200838,0.0004784225,0.0003079054,0.6048477,0.141438,0.2392656],"study_design_scores_gemma":[0.000005733594,0.00004421016,0.0008575118,0.002053355,0.000005450801,0.0002925444,0.004939313,0.0002656856,0.0006508424,0.08306307,0.9077959,0.00002633565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003612255,0.02726234,0.004904769,0.0248572,0.003712757,0.0002636598,0.00006189067,0.000114434,0.9352106],"genre_scores_gemma":[0.1822342,0.04316316,0.01275448,0.009353518,0.006663685,0.0005417028,0.0002308897,0.0002654004,0.744793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9791954,"threshold_uncertainty_score":0.1100265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540777155285147,"score_gpt":0.278864433718504,"score_spread":0.1247867181899893,"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."}}