{"id":"W2497046672","doi":"10.1017/cbo9781107588851.012","title":"Medieval French and Italian literature: towards a manuscript history","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"History; Content (measure theory); Classics; Art","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"],"consensus_categories":[],"category_scores_codex":[0.000186294,0.0005471456,0.0005506814,0.0003282452,0.0002353247,0.0001516877,0.0004355476,0.0003121305,0.0001926175],"category_scores_gemma":[0.00001399388,0.0005711511,0.0002122205,0.000002839029,0.001004913,0.0002170059,0.0002871932,0.0008425799,0.00005102468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156656,"about_ca_system_score_gemma":0.0002415037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202845,"about_ca_topic_score_gemma":0.00003729316,"domain_scores_codex":[0.9982657,0.00006971441,0.0002513687,0.0006362985,0.0004614051,0.0003155059],"domain_scores_gemma":[0.9983624,0.00002296625,0.0002303367,0.0005315194,0.0004443544,0.0004084503],"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":[0.00003808625,0.00000528898,2.860932e-8,0.000130462,0.00007111877,0.0005572866,0.007501008,8.824388e-9,0.000002215441,0.5062515,0.484909,0.0005339908],"study_design_scores_gemma":[0.0005437277,0.0001305975,0.000001459289,0.0004324552,0.0003134137,0.0000313301,0.0001389999,0.000003146358,0.000001575615,0.0000396163,0.9977525,0.0006111077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001999279,0.02486431,0.000003010596,0.00003267266,0.002746832,0.0002803366,0.0007406959,0.0001690342,0.9711431],"genre_scores_gemma":[0.0001860427,0.0002497121,0.00002428499,0.0003512101,0.001716913,7.039634e-7,0.000264926,0.00008225898,0.997124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5128435,"threshold_uncertainty_score":0.999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547879250963111,"score_gpt":0.1844638787643038,"score_spread":0.1296759536679927,"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."}}