{"id":"W4414705585","doi":"10.1353/lib.2025.a970684","title":"Genres of Digital Humanities Scholarship: Are We There Yet?","year":2025,"lang":"en","type":"article","venue":"Library trends","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Vlaamse regering; York University; Michigan State University","keywords":"Digital humanities; Digital scholarship; Scholarship; Field (mathematics); Genre analysis; Digital library; Digital culture","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004793905,0.0002574066,0.000327004,0.0004191363,0.0003203691,0.002167557,0.0005357438,0.00007002778,0.008583218],"category_scores_gemma":[0.00001555046,0.0002200956,0.0002296154,0.0001217721,0.0004380921,0.00541046,0.0002134228,0.0002517582,0.00005601844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001129561,"about_ca_system_score_gemma":0.00003975081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007854572,"about_ca_topic_score_gemma":0.00006946054,"domain_scores_codex":[0.9987775,0.00003542913,0.0003927769,0.0002627473,0.0002240574,0.0003074702],"domain_scores_gemma":[0.9992722,0.0001164563,0.0001444104,0.0003662757,0.00004744908,0.00005317437],"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":[0.0000460449,0.0001390849,0.007737345,0.0001178267,0.0001006004,0.00001600417,0.003394045,7.589801e-7,0.000002398301,0.9280588,0.03951678,0.02087033],"study_design_scores_gemma":[0.000326728,0.0001087917,0.004575619,0.0003024171,0.00003148758,0.000001289309,0.01223983,0.000002477783,0.0001978544,0.06460045,0.9173359,0.0002771727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1891983,0.002818643,5.812444e-7,0.001006745,0.0004984483,0.00004698628,0.0005098162,0.0002349581,0.8056856],"genre_scores_gemma":[0.6175786,0.00005128646,0.000007002523,0.0003416031,0.0001776245,0.000008672785,0.00008945874,0.00002516616,0.3817206],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8778191,"threshold_uncertainty_score":0.9988683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856789953401516,"score_gpt":0.2395241029657236,"score_spread":0.1809562034317084,"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."}}