{"id":"W4390922476","doi":"10.1515/9781771104265","title":"Pious Fictions and Pseudo-Saints in the Late Middle Ages","year":2023,"lang":"en","type":"book","venue":"Pontifical Institute of Mediaeval Studies eBooks","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middle Ages; Art; History; Literature; Ancient history","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007137738,0.0003835612,0.0007828734,0.0002730621,0.000502233,0.00009891161,0.0003458113,0.000214825,0.00006921393],"category_scores_gemma":[0.0002783884,0.0002583802,0.000161005,0.0000257526,0.003427537,0.00007613999,0.0001562043,0.0007879929,0.00008303136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108938,"about_ca_system_score_gemma":0.000128185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009189295,"about_ca_topic_score_gemma":0.007747357,"domain_scores_codex":[0.9979798,0.00009424116,0.0006568454,0.0003795191,0.0005520444,0.000337578],"domain_scores_gemma":[0.9986646,0.0004853948,0.0002217609,0.0003607597,0.0001886022,0.0000789039],"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":[0.0000463878,0.00006289958,0.000001094705,0.0009214265,0.0004405277,0.0002425174,0.2891791,8.702738e-7,0.00002052533,0.4203325,0.2850996,0.003652595],"study_design_scores_gemma":[0.0003160996,0.00008966842,0.0000250916,0.0006558165,0.0002169604,0.00000535178,0.003896058,0.000002156348,0.000005099937,0.00972629,0.9847807,0.0002807348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00582274,0.007504196,0.000001061488,0.0007495427,0.01049299,0.0007800446,0.0004642124,0.0001149367,0.9740703],"genre_scores_gemma":[0.006636144,0.001057318,0.00001527038,0.0003792244,0.001897856,0.0001137152,0.0001494829,0.00004574236,0.9897053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6996811,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099187436006604,"score_gpt":0.2719429049342146,"score_spread":0.1620241613335542,"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."}}