{"id":"W4393630798","doi":"10.1353/ten.2024.a923471","title":"Bibliography of Occitan Literature for 2022: Post-1500","year":2024,"lang":"en","type":"article","venue":"Tenso","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Bibliography; Humanities; Classics; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001321286,0.000113423,0.0001454258,0.005381336,0.00009693576,0.0002261111,0.0001131429,0.00003709034,0.001297703],"category_scores_gemma":[0.00001526049,0.00008409967,0.0002169993,0.001147323,0.0001222823,0.0001691988,0.00001361021,0.0001403753,0.00006712921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000255136,"about_ca_system_score_gemma":0.00000995845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000103863,"about_ca_topic_score_gemma":0.00001909888,"domain_scores_codex":[0.9993483,0.00001961622,0.0001773259,0.0001834181,0.0001238008,0.0001475665],"domain_scores_gemma":[0.9994481,0.00006908775,0.00003046114,0.0001709104,0.0002337966,0.00004765881],"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":[0.00003316318,0.00001998891,0.000003034284,0.0003553367,0.00004705751,0.00002084363,0.01447532,5.825261e-8,0.001230137,0.1617471,0.8208259,0.001241972],"study_design_scores_gemma":[0.000105896,0.0002327767,0.00003835645,0.0002533163,0.0000419275,0.000003849349,0.0003680685,0.00001270168,0.00007019327,0.00120796,0.997556,0.000108904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02782771,0.1588193,0.00003891176,0.001419336,0.006964426,0.0005958132,0.002646179,0.0004780512,0.8012102],"genre_scores_gemma":[0.7327048,0.009034781,0.0007826919,0.005582996,0.01195423,0.00007674609,0.001036152,0.0002305993,0.238597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7048771,"threshold_uncertainty_score":0.9996153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574556778702605,"score_gpt":0.2247521364627357,"score_spread":0.2090065686757097,"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."}}