{"id":"W1895275546","doi":"10.3917/ecla.bouto.2011.01.0270","title":"Penser l’histoire","year":2011,"lang":"fr","type":"book-chapter","venue":"Éditions de l'Éclat eBooks","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Art; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0001129352,0.000621919,0.0005331985,0.0002052816,0.004114975,0.0004827517,0.0003790062,0.0005790917,0.1071162],"category_scores_gemma":[0.0000118714,0.0006502974,0.0006723967,0.000006950131,0.002993622,0.0002722395,0.0001512365,0.0009631999,0.008325812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165072,"about_ca_system_score_gemma":0.00009806331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398175,"about_ca_topic_score_gemma":0.01059749,"domain_scores_codex":[0.9980155,0.0000466923,0.0005783321,0.0005140164,0.0002746271,0.0005708811],"domain_scores_gemma":[0.9985557,0.0000625853,0.0002743377,0.0005709666,0.0002656094,0.0002707889],"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":[0.00001688639,0.00005072248,0.000003189012,0.0001498028,0.0001849928,0.0001561181,0.005734826,4.689557e-7,0.00008674589,0.9659339,0.02553323,0.002149128],"study_design_scores_gemma":[0.0001959174,0.00009236114,0.00002629326,0.0003120424,0.0003226301,0.000082725,0.000411804,0.000002840291,0.00003732397,0.2459119,0.751985,0.0006191369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009294229,0.001024511,0.00003390361,0.0007412747,0.001694954,0.0004139635,0.001503128,0.0002172516,0.9934416],"genre_scores_gemma":[0.0364095,0.0002030851,0.0001715213,0.0008890037,0.002332392,0.00005782318,0.0003592269,0.0001232749,0.9594542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7264518,"threshold_uncertainty_score":0.9997197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956863921701561,"score_gpt":0.2177973099018864,"score_spread":0.1582286706848708,"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."}}