{"id":"W2883585189","doi":"10.4000/artefact.902","title":"Une collection exceptionnelle : les textiles gallo-romains des Martres-de-Veyre (Puy-de-Dôme) conservés au musée Bargoin de Clermont-Ferrand","year":2018,"lang":"fr","type":"article","venue":"Artefact","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; 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":["sts","insufficient_payload"],"category_scores_codex":[0.0006100389,0.0003145562,0.0003664242,0.00006346184,0.004781856,0.0001498255,0.0002695744,0.0002928027,0.003264065],"category_scores_gemma":[0.0002749902,0.0002869055,0.000242372,0.0007178538,0.002987381,0.0003780199,0.00009481691,0.0002391659,0.0009002053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361019,"about_ca_system_score_gemma":0.0005065803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1957361,"about_ca_topic_score_gemma":0.3090909,"domain_scores_codex":[0.9973493,0.0005067821,0.0003166415,0.0004287994,0.0003531646,0.001045311],"domain_scores_gemma":[0.9988203,0.0002427486,0.0001411964,0.0001608859,0.0002252968,0.0004095451],"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":[0.0003772843,0.0009710051,0.1486446,0.000177958,0.0004735144,0.00009380252,0.266634,0.00005776734,0.004078762,0.02245701,0.4923314,0.0637029],"study_design_scores_gemma":[0.000720592,0.0004569319,0.3172755,0.0001466956,0.0001461278,0.00001756147,0.02767538,0.0002227825,0.0001177205,0.01000906,0.6427709,0.0004407727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7677758,0.001655545,0.0002552721,0.01275583,0.001112703,0.0002674835,0.00004769544,0.0001372458,0.2159924],"genre_scores_gemma":[0.9089469,0.002161326,0.0003311792,0.0003696548,0.001318775,0.00002629145,0.000005416301,0.00002107851,0.08681939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389587,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140447293415435,"score_gpt":0.2934559424125164,"score_spread":0.2320514694783621,"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."}}