{"id":"W6913021037","doi":"10.5281/zenodo.6904007","title":"Equity, Diversity and Inclusion for Digital Humanists","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Inclusion (mineral); Diversity (politics); Presentation (obstetrics); Digital inclusion; Humanism; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.006776209,0.0002656375,0.0004511171,0.001512317,0.007951836,0.01238363,0.0007783322,0.003058884,0.01711875],"category_scores_gemma":[0.01085827,0.0001475832,0.0002519152,0.001707572,0.01484124,0.009430368,0.01830173,0.002714438,0.0005124176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00459406,"about_ca_system_score_gemma":0.005086314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855588,"about_ca_topic_score_gemma":0.007704312,"domain_scores_codex":[0.9953901,0.002082061,0.0001110393,0.0003629285,0.0008226311,0.001231189],"domain_scores_gemma":[0.993929,0.002975246,0.000347718,0.0004761586,0.0005249256,0.001746957],"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":[0.00005697445,0.00005775963,0.002967077,0.00004611556,0.000009691028,0.00007203207,0.01162436,0.000160821,0.0001278725,0.9343877,0.01001274,0.04047674],"study_design_scores_gemma":[0.00002452499,0.0000476199,0.005440742,0.000172917,0.0000147028,0.00008392144,0.0245536,0.0003064708,0.0003101487,0.8631301,0.1058978,0.00001741698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1737896,0.007337836,0.00429739,0.1027163,0.001076872,0.00006993102,0.0001336881,0.00002517017,0.7105533],"genre_scores_gemma":[0.9786703,0.000702259,0.0003303347,0.001374179,0.000300763,0.00003786663,0.00002578289,0.0000115686,0.01854701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9992217,"threshold_uncertainty_score":0.0572679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004671246733565,"score_gpt":0.2519767918017515,"score_spread":0.1515096671283949,"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."}}