{"id":"W4391966484","doi":"10.1484/m.neo-eb.5.136267","title":"Transcending Boundaries for Medieval Studies. Teaching Medieval(isms) via Digital Technologies","year":2023,"lang":"en","type":"book-chapter","venue":"Reinterpreting the Middle Ages","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Computer science; History; Ancient history","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001225748,0.0008102963,0.0009297149,0.0002995984,0.002911269,0.004734465,0.001236252,0.0002925503,0.0001779742],"category_scores_gemma":[0.001326435,0.0005639401,0.000752016,0.00001703098,0.002869736,0.0007700145,0.0005240727,0.001321584,0.0001700565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924849,"about_ca_system_score_gemma":0.00006026436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836254,"about_ca_topic_score_gemma":0.0003458296,"domain_scores_codex":[0.9969881,0.00003988289,0.000859798,0.0007147539,0.0006347663,0.0007627154],"domain_scores_gemma":[0.9964455,0.002112472,0.000470692,0.0006511325,0.0002582201,0.00006196506],"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":[0.00008043095,0.00001353964,0.000001002315,0.0005451019,0.0008801528,0.00003493213,0.05890614,0.000001658863,0.000005613696,0.900277,0.008294063,0.03096043],"study_design_scores_gemma":[0.0001763671,0.0002364696,1.253447e-7,0.002883315,0.0002316676,0.00001339848,0.02869212,0.00004879504,0.00001832886,0.300734,0.6663374,0.0006279844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004771701,0.008796306,0.0001639151,0.002640422,0.004830474,0.00115126,0.0009417126,0.002536918,0.9784618],"genre_scores_gemma":[0.2788305,0.0003683532,0.00003521442,0.0001543827,0.00163088,0.0001048296,0.000176797,0.0002858497,0.7184132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6580433,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087294966787098,"score_gpt":0.2782880441681221,"score_spread":0.1695585474894124,"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."}}