{"id":"W2110055796","doi":"10.16995/dscn.106","title":"Transitions: A Prologue and Preview of Digital Humanities Research in Canada","year":2010,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Scholarship; Digital humanities; Prologue; Cloud computing; Computer science; State (computer science); World Wide Web; Media studies; Humanities; Sociology; Political science; Law; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003538609,0.000485728,0.0005457883,0.009615304,0.02197835,0.01365551,0.002377377,0.003388941,0.01547187],"category_scores_gemma":[0.005041382,0.0005244371,0.0005617774,0.016218,0.004502279,0.003718326,0.004939366,0.003727608,0.001045279],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1517909,"about_ca_system_score_gemma":0.3935977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919019,"about_ca_topic_score_gemma":0.9975621,"domain_scores_codex":[0.9959775,0.0001824454,0.0001171693,0.000255156,0.001674126,0.001793685],"domain_scores_gemma":[0.988875,0.000811394,0.0002755412,0.0001991902,0.00498538,0.00485346],"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":[0.0002084783,0.0001059715,0.006911187,0.001094628,0.00002117814,0.0008139999,0.01580367,0.0004801409,0.001464126,0.06431806,0.7727283,0.1360503],"study_design_scores_gemma":[0.00001008258,0.00002346958,0.01375594,0.0003955249,0.00000946132,0.00007295049,0.01850131,0.0001342301,0.0002709455,0.001105764,0.9656735,0.00004685706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09713259,0.1102187,0.002619805,0.4073719,0.02597384,0.0007727636,0.01409971,0.0008314226,0.3409792],"genre_scores_gemma":[0.4080219,0.06168659,0.004780621,0.04540847,0.002722451,0.0002580234,0.003739438,0.0005432729,0.4728392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9863445,"threshold_uncertainty_score":0.9838024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310119579073329,"score_gpt":0.2954485069694689,"score_spread":0.164436549062136,"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."}}