{"id":"W4410087772","doi":"10.33137/rr.v47i4.45367","title":"Introduction","year":2025,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001516344,0.001171071,0.0007025232,0.00173891,0.00241436,0.007129491,0.001975097,0.003409177,0.5822011],"category_scores_gemma":[0.009468234,0.000411778,0.0008447961,0.001253045,0.001222464,0.005355876,0.003958676,0.003470082,0.4068049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796098,"about_ca_system_score_gemma":0.00292322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573075,"about_ca_topic_score_gemma":0.00204729,"domain_scores_codex":[0.997831,0.0002928015,0.0001446325,0.0005908979,0.0009267838,0.0002138175],"domain_scores_gemma":[0.9956586,0.000737613,0.0002619975,0.0004990851,0.002028629,0.0008140914],"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":[0.00003800523,0.0000312441,0.0002571052,0.0002181784,0.000004070922,0.0001025802,0.0003719021,0.0000507449,0.0003221231,0.01393384,0.9163321,0.06833807],"study_design_scores_gemma":[0.000002543246,0.00001155003,0.0001672958,0.0001009241,0.000001302979,0.00009466746,0.000118788,0.00002186159,0.00005535893,0.001797124,0.9976239,0.000004641822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001758853,0.008503734,0.007935443,0.04326986,0.05894579,0.0003614312,0.006156088,0.002851257,0.8702175],"genre_scores_gemma":[0.008396736,0.004602217,0.002979067,0.01140216,0.0123674,0.0001909544,0.004551594,0.001036545,0.9544733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4177989,"threshold_uncertainty_score":0.5959395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009876984473087748,"score_gpt":0.2088285453166212,"score_spread":0.1989515608435335,"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."}}