{"id":"W4405912732","doi":"10.31860/cgi","title":"DIGITAL HUMANITIES RESEARCH","year":2024,"lang":"en","type":"paratext","venue":"DIGITAL HUMANITIES RESEARCH","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital humanities; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003384697,0.0007488732,0.0005257444,0.01310816,0.01524509,0.01185269,0.001283603,0.001035323,0.1379322],"category_scores_gemma":[0.007061448,0.0004106441,0.0004039761,0.01580501,0.001820583,0.002315633,0.003957303,0.001304571,0.03474035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05392508,"about_ca_system_score_gemma":0.1574566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9163254,"about_ca_topic_score_gemma":0.9851719,"domain_scores_codex":[0.9950728,0.000205158,0.00009794884,0.0002908016,0.002733345,0.001599924],"domain_scores_gemma":[0.9853277,0.0007113754,0.000236518,0.0003934704,0.006957536,0.006373324],"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":[0.0001018506,0.00007025324,0.008006113,0.0004464927,0.00001081534,0.0001431157,0.003951663,0.0001324787,0.001605999,0.02823183,0.7970582,0.1602412],"study_design_scores_gemma":[0.000004702631,0.00001127734,0.01794501,0.0001139912,0.000006920046,0.00004356394,0.004548552,0.00009920097,0.0006134339,0.0009420785,0.9756565,0.0000147376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01920494,0.001914415,0.001170715,0.005544811,0.0004137563,0.0008324727,0.0346601,0.0009273425,0.9353315],"genre_scores_gemma":[0.03964887,0.001808907,0.002410337,0.000866404,0.0000596025,0.0002068377,0.01199269,0.0003286915,0.9426778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9163254,"threshold_uncertainty_score":0.4614292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3711016013301471,"score_gpt":0.4018269888533806,"score_spread":0.0307253875232335,"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."}}