{"id":"W2054410813","doi":"10.1145/2132176.2132246","title":"Digital humanities","year":2012,"lang":"en","type":"article","venue":"Proceedings of the 2012 iConference","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Digitization; Digital humanities; Serendipity; Computer science; Field (mathematics); Dimension (graph theory); World Wide Web; Process (computing); Digital library; Multimedia; Atmosphere (unit); Data science; Art; Literature; Epistemology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001443907,0.0001524985,0.0001602366,0.00005118956,0.0002883022,0.0008433273,0.0005321064,0.00003127971,0.0017167],"category_scores_gemma":[0.000064917,0.0001001827,0.0001149938,0.00002681419,0.0005175231,0.004199056,0.0002015253,0.0001533133,0.0001193396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001747311,"about_ca_system_score_gemma":0.00001416609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239878,"about_ca_topic_score_gemma":0.00001167025,"domain_scores_codex":[0.9990584,0.000002257309,0.0002232778,0.0001065989,0.0002597547,0.000349697],"domain_scores_gemma":[0.9993749,0.0000306505,0.000163866,0.0001005454,0.000271054,0.00005903712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006683831,0.0000699293,0.00604276,0.00004518512,0.00001557631,2.145473e-8,0.01067143,1.220058e-8,0.00007671566,0.9746149,0.006516645,0.001940125],"study_design_scores_gemma":[0.0001572794,0.00006276493,0.004854863,0.0001149613,0.00003171871,0.000006141996,0.01462662,0.000001932705,0.001502519,0.02294177,0.9553987,0.0003007751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3639336,0.0001693417,3.11871e-7,0.00008153552,0.0004127749,0.00008030939,0.00002788225,0.00003970541,0.6352546],"genre_scores_gemma":[0.8788744,0.000004541368,0.000006657753,0.0001330206,0.0005738045,0.000009879016,0.000001635578,0.00001510106,0.120381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9516732,"threshold_uncertainty_score":0.9991959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990536641893061,"score_gpt":0.2203597433112575,"score_spread":0.1504543768923269,"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."}}