{"id":"W2920990351","doi":"10.4000/artefact.1767","title":"Natacha Coquery, Jörg Ebeling, Anne Perrin Khelissa et Philippe Sénéchal (dir.), Les progrès de l’industrie perfectionnée. Luxe, arts décoratifs et innovation de la Révolution française au Premier Empire","year":2018,"lang":"fr","type":"article","venue":"Artefact","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137232,0.001188411,0.000483067,0.001825705,0.004924525,0.007731915,0.001120896,0.002827341,0.03633365],"category_scores_gemma":[0.005172897,0.0006359575,0.0004363377,0.002665506,0.002657372,0.007814287,0.002269206,0.003519824,0.01508503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710044,"about_ca_system_score_gemma":0.003409106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04796689,"about_ca_topic_score_gemma":0.1042049,"domain_scores_codex":[0.9979733,0.0007661857,0.00007211833,0.0002783088,0.0007163853,0.0001937642],"domain_scores_gemma":[0.9973866,0.001283517,0.0002489687,0.0001046854,0.0007775202,0.0001987403],"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":[0.00008436035,0.00002377676,0.0007688254,0.0005849071,0.0000192204,0.00019207,0.007107845,0.0000896636,0.000574054,0.03750517,0.8914387,0.06161141],"study_design_scores_gemma":[0.000003893336,0.000005535716,0.001317841,0.0002040646,0.000004758901,0.0001091306,0.002104245,0.00003484555,0.0002989424,0.003038945,0.992862,0.00001571916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005416337,0.5638581,0.007315238,0.2853514,0.03128349,0.00007807249,0.001306009,0.0004171626,0.1049743],"genre_scores_gemma":[0.07544609,0.3446071,0.006106482,0.04281347,0.008897174,0.0002391231,0.001569555,0.001391969,0.5189291],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04796689,"threshold_uncertainty_score":0.1215482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03689214301783456,"score_gpt":0.286333924850899,"score_spread":0.2494417818330644,"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."}}