{"id":"W2981837847","doi":"10.4000/books.pupvd.7251","title":"Nouveaux éclairages sur une Vierge à l’Enfant du milieu du XIIIe siècle","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Perpignan eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001272251,0.001146657,0.001326621,0.0002413816,0.01029762,0.0003355744,0.0009644583,0.0005545169,0.008433497],"category_scores_gemma":[0.0000297227,0.001008763,0.001292447,0.00004709653,0.002467806,0.0003685929,0.0007072631,0.0006780064,0.0008578656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462775,"about_ca_system_score_gemma":0.0001112945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449292,"about_ca_topic_score_gemma":0.005498399,"domain_scores_codex":[0.996456,0.0001228744,0.0007001905,0.00101318,0.0006347748,0.001072956],"domain_scores_gemma":[0.9974031,0.000316677,0.0004681004,0.0005859802,0.0006935474,0.0005325766],"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":[0.00008989258,0.0001638268,0.0001298176,0.0004706715,0.002429424,0.0007773286,0.03399482,0.00006854709,0.00008181616,0.8967111,0.03925336,0.02582941],"study_design_scores_gemma":[0.0006821065,0.0002430726,0.0001307829,0.0004670375,0.00204062,0.00002013797,0.007544756,0.0001719555,0.0000248701,0.01666451,0.9706313,0.001378876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02903041,0.01020736,0.00004850137,0.03463591,0.0008934254,0.0007116939,0.0004291445,0.0002975533,0.923746],"genre_scores_gemma":[0.5241054,0.01498718,0.00009961258,0.000271992,0.001213569,0.00002193868,0.00009671474,0.0001180968,0.4590855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9313779,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118280727976989,"score_gpt":0.1727216796484968,"score_spread":0.1608936068507979,"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."}}