{"id":"W4386009391","doi":"","title":"Une très gionienne Bataille de Pavie","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392138,0.002442338,0.002077959,0.002596332,0.004609463,0.00951309,0.001283587,0.006103909,0.1367639],"category_scores_gemma":[0.01226153,0.0006823826,0.001770477,0.001497357,0.002775063,0.005477222,0.00511184,0.008083787,0.03904235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005450314,"about_ca_system_score_gemma":0.003507286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009760039,"about_ca_topic_score_gemma":0.004653394,"domain_scores_codex":[0.9933643,0.002418333,0.000172432,0.001577085,0.001826936,0.0006409287],"domain_scores_gemma":[0.9929464,0.002461885,0.0002644389,0.0006889955,0.002417138,0.001221207],"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":[0.0001782762,0.00007033152,0.0003796582,0.0003146238,0.00005893199,0.0004387026,0.0009772148,0.0005161983,0.002217538,0.152686,0.8101938,0.03196871],"study_design_scores_gemma":[0.00001757802,0.00001821619,0.0007915109,0.0001364497,0.000008863389,0.000207302,0.0002279039,0.000364707,0.0004269496,0.007188917,0.9905869,0.00002465149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009593309,0.06932416,0.01811856,0.4152159,0.2538363,0.0001416261,0.001898613,0.001830309,0.2300413],"genre_scores_gemma":[0.08572192,0.01827546,0.005052292,0.02445336,0.1057549,0.000228951,0.0009531511,0.001924122,0.7576358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1367639,"threshold_uncertainty_score":0.4575209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038910565969501,"score_gpt":0.2352538234075291,"score_spread":0.1963432574380281,"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."}}