{"id":"W2734501732","doi":"10.4000/artefact.8595","title":"L’Empire de la couleur. De Pompéi au sud des Gaules","year":2016,"lang":"fr","type":"article","venue":"Artefact","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art; Political science; Humanities","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006553294,0.0001603103,0.0001987423,0.00003027324,0.0008306705,0.00004035982,0.0002127034,0.0001538616,0.000946182],"category_scores_gemma":[0.0003069442,0.0001137348,0.00012819,0.0002010179,0.001819564,0.000335174,0.0000479859,0.0001078042,0.0008116966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008799064,"about_ca_system_score_gemma":0.0003245668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523977,"about_ca_topic_score_gemma":0.001811494,"domain_scores_codex":[0.998109,0.0005677476,0.0001733038,0.0002270645,0.0002087583,0.0007140701],"domain_scores_gemma":[0.9986278,0.0008536782,0.00005642611,0.0001333699,0.00004623104,0.0002825106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002712466,0.0002730481,0.3941245,0.00005362688,0.0001063433,0.0001196012,0.1341743,0.000001441709,0.0007870082,0.1152386,0.07068028,0.2844142],"study_design_scores_gemma":[0.0001814556,0.00006920979,0.08931886,0.0001054237,0.00002523799,0.000007923536,0.0008295316,0.000004477162,0.000103897,0.01546027,0.8937195,0.0001742389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77015,0.006935645,0.0003581652,0.01309238,0.0007434958,0.00007158477,0.00003682821,0.00007625475,0.2085356],"genre_scores_gemma":[0.89533,0.00189782,0.0003421533,0.0004115606,0.0007790886,0.000007778602,6.116302e-7,0.00001264842,0.1012183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8230392,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621824025438801,"score_gpt":0.3031307907120843,"score_spread":0.2769125504576963,"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."}}