{"id":"W3000447967","doi":"","title":"Le bien à l’épreuve du mal. À partir du tympan de Beaulieu-sur-Dordogne, adversité apocalyptique et image analogiste. Thèse soutenue le 19 juin 2019","year":2019,"lang":"fr","type":"article","venue":"L’Atelier du Centre de recherches historiques. Revue électronique du CRH","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003879881,0.001180959,0.001444617,0.0005131295,0.001558285,0.0001763083,0.001261089,0.001823131,0.001521722],"category_scores_gemma":[0.000743806,0.001408405,0.0009076229,0.0003023459,0.002365548,0.001171817,0.0005285467,0.003480283,0.0009097289],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008248805,"about_ca_system_score_gemma":0.004504574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218333,"about_ca_topic_score_gemma":0.01148892,"domain_scores_codex":[0.9904103,0.003851868,0.001205228,0.001609066,0.0004248202,0.002498734],"domain_scores_gemma":[0.9953083,0.001040787,0.0008256354,0.001259483,0.0006379414,0.0009278561],"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":[0.000835489,0.001534999,0.01045201,0.001117852,0.0004686942,0.0009711757,0.3701761,0.0002532461,0.001634365,0.2018042,0.4099009,0.0008509703],"study_design_scores_gemma":[0.001992582,0.0005183219,0.001918288,0.0004576944,0.0003266686,0.0004709101,0.002969343,0.001033279,0.00097867,0.00319666,0.9846627,0.001474843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3811651,0.07426935,0.008076543,0.1585001,0.01071824,0.003788246,0.0009834388,0.001523107,0.360976],"genre_scores_gemma":[0.4138378,0.03773535,0.003253549,0.00633902,0.006098115,0.0001977994,0.0009325999,0.000492075,0.5311137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5747618,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134156187333165,"score_gpt":0.2352188682664773,"score_spread":0.2038773063931456,"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."}}