{"id":"W4417364558","doi":"10.4000/15ctz","title":"Miscellanées médiévales","year":2025,"lang":"","type":"paratext","venue":"Memini","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001242156,0.002496577,0.002998102,0.001345341,0.0006796714,0.0006215621,0.003000116,0.002488063,0.2157216],"category_scores_gemma":[0.0006893036,0.002717839,0.001263676,0.001748913,0.00104198,0.0000992801,0.001301022,0.002392589,0.8676746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084289,"about_ca_system_score_gemma":0.003115579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001749585,"about_ca_topic_score_gemma":0.00003311652,"domain_scores_codex":[0.9901868,0.0008338797,0.002183107,0.002977712,0.001534467,0.002284046],"domain_scores_gemma":[0.9926353,0.001311945,0.001371202,0.003439641,0.0005974473,0.0006444529],"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":[0.0002937097,0.0004663372,0.0001679607,0.002516784,0.001033779,0.0001489455,0.0005023622,0.0001298515,0.001752763,0.0002314504,0.98799,0.004766109],"study_design_scores_gemma":[0.001266469,0.0001478129,0.0001566133,0.003849434,0.00109788,0.00002545275,0.0004390399,0.0002056406,0.01279599,0.0000902784,0.9776567,0.002268747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003491855,0.04055001,0.00001506268,0.0003240649,0.01531215,0.001451529,0.006753919,0.0002732428,0.9318281],"genre_scores_gemma":[0.02068638,0.008130399,0.000471502,0.0003537338,0.002692316,0.000228124,0.002454894,0.0006321374,0.9643505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6519531,"threshold_uncertainty_score":0.9999089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241341663237063,"score_gpt":0.3029724662377081,"score_spread":0.2805590496053375,"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."}}