{"id":"W6981128775","doi":"","title":"Digital Toolkit: Developing a Training Series for Beginners in Digital Scholarship (DS) in the Humanities","year":2023,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Training (meteorology); Scholarship; Series (stratigraphy); Digital humanities; Digital scholarship; Context (archaeology)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003369753,0.0005293717,0.0002977151,0.001718668,0.003530364,0.004108989,0.001562837,0.001486331,0.3158025],"category_scores_gemma":[0.006997749,0.0004660777,0.0003435089,0.001237749,0.001163535,0.004562747,0.01134928,0.003007668,0.1118372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592517,"about_ca_system_score_gemma":0.01149353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00378551,"about_ca_topic_score_gemma":0.02339759,"domain_scores_codex":[0.9985033,0.0003868963,0.00006793911,0.0001069137,0.0005750522,0.0003598643],"domain_scores_gemma":[0.986752,0.0009773443,0.0002102414,0.0004542005,0.001293161,0.01031308],"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":[0.00001318213,0.0002249995,0.0004122173,0.00005967707,6.557063e-7,0.00006875021,0.0005702292,0.00005694952,0.0003161508,0.002536256,0.8720856,0.1236554],"study_design_scores_gemma":[0.00001063237,0.00005516677,0.001753047,0.0001098128,0.000001104062,0.00008986291,0.002031082,0.0001410246,0.0002971969,0.001473594,0.9940271,0.00001032559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.009784875,0.001082871,0.01166311,0.03506586,0.0103015,0.00133632,0.001824546,0.006859589,0.9220812],"genre_scores_gemma":[0.01449169,0.001080232,0.0136082,0.003972919,0.0006185407,0.0007157364,0.001218152,0.001400247,0.9628942],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.995891,"threshold_uncertainty_score":0.9759247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700235394461304,"score_gpt":0.2930200871898796,"score_spread":0.2229965477437492,"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."}}