{"id":"W2969614432","doi":"10.29173/istl3","title":"Mixing Digital Humanities and Applied Science Librarianship","year":2019,"lang":"en","type":"article","venue":"Issues in Science and Technology Librarianship","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Subject (documents); Multidisciplinary approach; Upload; Field (mathematics); Digital humanities; Computer science; Library science; Coherence (philosophical gambling strategy); Digital scholarship; World Wide Web; Data science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008527054,0.0002674518,0.0003255105,0.001711128,0.001005644,0.007555978,0.001227515,0.0001174922,0.0002816744],"category_scores_gemma":[0.0002512648,0.0002403932,0.00002049614,0.0009317192,0.01253063,0.01087527,0.0007846497,0.0004298499,0.00008114032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004592594,"about_ca_system_score_gemma":0.0002703302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962127,"about_ca_topic_score_gemma":0.00004525942,"domain_scores_codex":[0.9974631,0.00001058634,0.0003360806,0.0008263972,0.0005824315,0.000781381],"domain_scores_gemma":[0.9990553,0.0001191433,0.00009089887,0.0004984714,0.0001356043,0.0001005531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001082066,0.00002728399,0.01920723,0.00002796849,0.000003057535,0.000007152445,0.008191183,1.557982e-7,0.0003898317,0.9656373,0.000104838,0.006393155],"study_design_scores_gemma":[0.001192206,0.0004721819,0.01216664,0.0002867781,0.00001361445,0.00005590578,0.09395885,0.0001018469,0.004761964,0.626703,0.2590274,0.00125968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5977224,0.0005213709,6.795749e-7,0.001115139,0.0002580483,0.0002117033,0.000009248151,0.0002039516,0.3999575],"genre_scores_gemma":[0.9909477,0.00002729547,0.0001035368,0.0004911219,0.0001278184,0.00002146007,0.000003024118,0.0000227436,0.008255305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3932253,"threshold_uncertainty_score":0.9934742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588202803789257,"score_gpt":0.2299588951641513,"score_spread":0.1940768671262588,"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."}}