{"id":"W4379883473","doi":"10.21428/f1f23564.79d5a418","title":"Introduction: Open/Social/Digital Humanities Pedagogy, Training, and Mentorship","year":2023,"lang":"en","type":"article","venue":"IDEAH","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Ottawa; St. Francis Xavier University","funders":"","keywords":"Mentorship; Digital humanities; Training (meteorology); Humanities; Sociology; Pedagogy; Visual arts; Art; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.004218622,0.0005795518,0.0004443238,0.001828179,0.003383497,0.009150515,0.00165921,0.0055148,0.0929039],"category_scores_gemma":[0.005498998,0.0002544529,0.0004371371,0.003020091,0.004387501,0.006781907,0.005684028,0.007334583,0.02432207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077855,"about_ca_system_score_gemma":0.00352578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011484,"about_ca_topic_score_gemma":0.003089991,"domain_scores_codex":[0.9973528,0.0006637395,0.0001230856,0.0004162295,0.001170904,0.0002732805],"domain_scores_gemma":[0.9936383,0.003112393,0.000305717,0.0003222511,0.00110151,0.001519762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000329401,0.0001268033,0.0004028793,0.0008442418,0.000004873831,0.00004680206,0.001468969,0.00008248792,0.0003526649,0.1016416,0.7041304,0.1908654],"study_design_scores_gemma":[0.000007095487,0.00003439574,0.001134468,0.000536377,0.000002615083,0.00008014016,0.001016174,0.00006806287,0.0001686434,0.01374247,0.9831949,0.00001468774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004749685,0.05636431,0.01003616,0.311047,0.1423184,0.0002550027,0.001214233,0.0007915283,0.4732237],"genre_scores_gemma":[0.04315692,0.04287172,0.007716872,0.0880188,0.1004989,0.0004920108,0.001030176,0.0005220269,0.7156925],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0929039,"threshold_uncertainty_score":0.3107945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527589790097599,"score_gpt":0.3098763857545355,"score_spread":0.1571174067447756,"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."}}