{"id":"W6997099163","doi":"","title":"Une cathédrale de Livres : Feuilleter Notre-Dame au musée de Cluny","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Libraries, Manuscripts, and Books","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Context (archaeology); Identity (music); Reflection (computer programming)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002488939,0.0003745769,0.0003800076,0.0002126102,0.001540068,0.001358623,0.001048069,0.0002520039,0.001220599],"category_scores_gemma":[0.0005738697,0.0004008339,0.0002784739,0.000245234,0.001407579,0.0005379724,0.0005171804,0.000512023,0.0001739966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644105,"about_ca_system_score_gemma":0.0009602762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04664408,"about_ca_topic_score_gemma":0.05680525,"domain_scores_codex":[0.9948505,0.002920838,0.0005571297,0.0005698724,0.0002701248,0.0008315289],"domain_scores_gemma":[0.9959669,0.0012951,0.00024906,0.001370929,0.0008732894,0.000244723],"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":[0.00002012201,0.000557523,0.001824165,0.0002346627,0.0001021687,0.00001157138,0.07411026,0.000003995301,0.0002141799,0.8513731,0.04544318,0.02610504],"study_design_scores_gemma":[0.0006222856,0.000001393743,0.003266398,0.001477812,0.0001172187,0.000009321527,0.002024178,0.001812862,0.00730796,0.03721413,0.9457316,0.0004147768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04559774,0.007664829,0.01221183,0.1311831,0.00123382,0.0003491546,0.0001404371,0.0002598548,0.8013592],"genre_scores_gemma":[0.4412617,0.0005798383,0.00319819,0.002177418,0.0002120057,0.00004232997,0.0001035585,0.00004435379,0.5523806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9002885,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730505300392585,"score_gpt":0.2095560377291685,"score_spread":0.1622509847252427,"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."}}