{"id":"W6884648206","doi":"10.11588/data/ucxqwn","title":"Codices Palatini latini – Französische Handschriften","year":2025,"lang":"en","type":"dataset","venue":"University Library Heidelberg","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Schema (genetic algorithms); XML; XML Schema (W3C)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001956242,0.001041779,0.001198944,0.001479075,0.0006618965,0.0002720153,0.002906895,0.001311884,0.009968549],"category_scores_gemma":[0.0001431835,0.001190873,0.0005822007,0.002087696,0.0003829723,0.002652759,0.002361364,0.001686562,0.002778507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009242343,"about_ca_system_score_gemma":0.001221998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066604,"about_ca_topic_score_gemma":0.0006050749,"domain_scores_codex":[0.9956732,0.000613021,0.000596142,0.001442118,0.0007643285,0.0009112289],"domain_scores_gemma":[0.9958144,0.0007308827,0.0006958192,0.002150764,0.0000991341,0.0005089403],"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":[0.0003393276,0.0001993002,0.0008530416,0.0003343418,0.0005715679,0.0007264279,0.00005876199,0.00003252083,0.00000323041,0.0005288073,0.996242,0.0001106521],"study_design_scores_gemma":[0.001537987,0.00008526904,0.0002196236,0.0005164107,0.0006719985,0.000007347329,0.0002381092,0.00004370054,0.000036202,0.00007408663,0.9954304,0.001138897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000145602,0.0005469676,0.000005048855,0.0008218194,0.0006478566,0.00055612,0.934824,0.0008443376,0.06160819],"genre_scores_gemma":[0.00003817854,0.0009954204,0.0008157865,0.0009226448,0.0003489,0.000002064005,0.940589,0.00008172866,0.05620635],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007190042,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006380767319424816,"score_gpt":0.1949116018922686,"score_spread":0.1885308345728438,"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."}}