{"id":"W2424558460","doi":"10.1484/j.yls.1.102110","title":"The Scribe of Bodleian Library, MS Digby 102 and the Circulation of the C Text of <i>Piers Plowman</i>","year":2010,"lang":"en","type":"article","venue":"The Yearbook of Langland Studies","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Fifteenth; Poetry; Circulation (fluid dynamics); Literature; Art; Quarter (Canadian coin); Presentation (obstetrics); Identification (biology); Classics; History; Archaeology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003320859,0.0000769983,0.0002159451,0.00002004336,0.0002560044,0.00001589807,0.0002152302,0.00002281274,0.00003384626],"category_scores_gemma":[0.00004715083,0.00002685167,0.00008265946,0.00002312669,0.002026854,0.00005322796,0.00008423292,0.0001250001,8.794919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002044847,"about_ca_system_score_gemma":0.00001847091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000075014,"about_ca_topic_score_gemma":0.0006593742,"domain_scores_codex":[0.9993793,0.0000769524,0.0002261957,0.00006223266,0.0001754111,0.00007991464],"domain_scores_gemma":[0.999061,0.0003778113,0.0002138269,0.0002702647,0.0000666758,0.00001045608],"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":[0.0002745552,0.00004352409,0.003175859,0.0002760026,0.0005236708,3.107975e-7,0.3033831,0.000001632729,0.001314921,0.6697525,0.02013125,0.001122719],"study_design_scores_gemma":[0.002000995,0.0002261393,0.01612617,0.0003077233,0.0003966168,0.00000289481,0.02368906,0.00003138742,0.002728031,0.02240113,0.9319007,0.0001891648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8081108,0.02184468,3.872543e-7,0.002871287,0.0007948166,0.0004208627,0.00008804298,0.00001281934,0.1658563],"genre_scores_gemma":[0.9951674,0.0003705038,0.000003715925,0.0001094394,0.0002233016,0.000005893518,0.00000162183,0.000007397697,0.004110729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9117694,"threshold_uncertainty_score":0.7468028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462809533662088,"score_gpt":0.1986858170202289,"score_spread":0.184057721683608,"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."}}