{"id":"W2996187296","doi":"10.16995/dscn.329","title":"GEMMS (Gateway to Early Modern Manuscript Sermons 1530–1715): Confronting the Challenges of Sermons Research","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Opera; Humanities; Gateway (web page); Sermon; History; Art; Library science; Literature; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01488209,0.0002006928,0.0002746848,0.003289802,0.004631454,0.007942926,0.0008675982,0.00116628,0.0281569],"category_scores_gemma":[0.02090985,0.0002371145,0.0001892035,0.003838018,0.007134607,0.009179163,0.007975078,0.00232745,0.004765924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004827417,"about_ca_system_score_gemma":0.0140442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008944902,"about_ca_topic_score_gemma":0.01784907,"domain_scores_codex":[0.9972934,0.001532656,0.000144612,0.0001728151,0.0005857567,0.0002707643],"domain_scores_gemma":[0.9929135,0.002854348,0.0004374885,0.001026108,0.001122356,0.001646264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008943868,0.00004120534,0.002832437,0.000534801,0.000007789424,0.0003733143,0.09925238,0.00007603784,0.000772163,0.518285,0.1795601,0.1981753],"study_design_scores_gemma":[0.000003816287,0.00001322343,0.002514709,0.0003820617,0.00000122604,0.00005672594,0.01633634,0.00001444519,0.0001961856,0.006580576,0.9738957,0.00000509547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1881283,0.04181522,0.01049326,0.1579246,0.007912763,0.000447069,0.003663023,0.0008330742,0.5887826],"genre_scores_gemma":[0.6272527,0.02455906,0.02467517,0.009251438,0.003517055,0.0007067047,0.002813011,0.0006884871,0.3065363],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0281569,"threshold_uncertainty_score":0.09419423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019793201078018,"score_gpt":0.284144628227753,"score_spread":0.1821653081199513,"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."}}