{"id":"W4316089768","doi":"10.7202/1094120ar","title":"Provenance Research","year":2022,"lang":"fr","type":"article","venue":"Mémoires du livre","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Provenance; Historiography; TRACE (psycholinguistics); History; Classics; Art; Archaeology; Aesthetics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002319559,0.0001489469,0.0002428923,0.00008006845,0.005553483,0.00008277531,0.0007322843,0.0001573985,0.00532443],"category_scores_gemma":[0.0006040449,0.0001718559,0.0001697757,0.001771261,0.001910426,0.0001634595,0.0005325173,0.001203801,0.0007130329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878106,"about_ca_system_score_gemma":0.0007698465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400153,"about_ca_topic_score_gemma":0.0006533595,"domain_scores_codex":[0.9943004,0.002144434,0.0002850339,0.0004316038,0.001599016,0.001239574],"domain_scores_gemma":[0.9984548,0.0006032755,0.00006093312,0.0002560019,0.0002376761,0.000387331],"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":[0.00001329751,0.0004832091,0.0002945744,0.00003235394,0.00001166016,0.00006711061,0.01270406,0.00003252204,0.000002739897,0.8533046,0.1189321,0.01412169],"study_design_scores_gemma":[0.0001223922,0.0002534848,0.0001997703,0.00001462885,0.000009715624,0.000002655808,0.006778852,0.0004616351,6.824002e-7,0.088288,0.9036746,0.0001935561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03233515,0.01197961,0.00004154795,0.07399181,0.008150867,0.000524533,0.000188903,0.0001189,0.8726687],"genre_scores_gemma":[0.4008804,0.0005069257,0.00009959641,0.0007066554,0.002164658,0.0001215212,0.000007888884,0.00002428994,0.5954881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7847425,"threshold_uncertainty_score":0.9957411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04601317748006837,"score_gpt":0.32790797101735,"score_spread":0.2818947935372816,"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."}}