{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02676931,0.0004244806,0.0010737,0.01092629,0.007768354,0.03797974,0.001702955,0.002603101,0.005323682],"category_scores_gemma":[0.04470209,0.0004444528,0.0006963275,0.009064717,0.04144588,0.04754528,0.009863179,0.005317847,0.0007723803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00989611,"about_ca_system_score_gemma":0.009066383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005358788,"about_ca_topic_score_gemma":0.006215326,"domain_scores_codex":[0.9874747,0.008303214,0.0006563808,0.0007603368,0.002172218,0.0006330631],"domain_scores_gemma":[0.9231481,0.05626546,0.004563046,0.004822833,0.007628805,0.003571797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007520304,0.00004526956,0.007405757,0.001564526,0.00003664509,0.0002350552,0.1607294,0.0001313092,0.0003919955,0.6720259,0.006737947,0.150621],"study_design_scores_gemma":[0.00001883158,0.00005065341,0.006943473,0.008193236,0.0000532931,0.0004951984,0.2626156,0.0004346658,0.0004831366,0.4962899,0.2243584,0.00006358574],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1543596,0.2888638,0.02898438,0.2651593,0.006755468,0.0001479764,0.0002479852,0.0001987845,0.2552827],"genre_scores_gemma":[0.8875756,0.08339145,0.008338541,0.010927,0.003291605,0.0001289864,0.0001273526,0.0001353698,0.006084126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9620203,"threshold_uncertainty_score":0.1415713,"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."}}