{"id":"W4376605434","doi":"10.3917/infle.053.0099","title":"Au front : les journaux de tranchées","year":2023,"lang":"fr","type":"article","venue":"Inflexions","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Front (military); Geography","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001809468,0.0001853678,0.00029517,0.00006940548,0.00821508,0.000146283,0.000165483,0.0001137189,0.004820834],"category_scores_gemma":[0.00006184346,0.0001463421,0.0004148268,0.0001254351,0.0004762309,0.0001331767,0.00005692926,0.0002829396,0.002182369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859013,"about_ca_system_score_gemma":0.00007064953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02431495,"about_ca_topic_score_gemma":0.0397901,"domain_scores_codex":[0.9986678,0.00008389346,0.0003066818,0.0001804521,0.0001953127,0.00056584],"domain_scores_gemma":[0.9993773,0.0001271958,0.0000728373,0.0001263578,0.0001088903,0.0001874524],"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":[0.000009716217,0.0000973924,0.0005763856,0.00006701678,0.0004060107,0.00005278788,0.3175988,0.0002476747,0.00001930417,0.3203342,0.337331,0.0232598],"study_design_scores_gemma":[0.0001337527,0.00005823537,0.001144054,0.00006396983,0.0002083645,0.000002223425,0.01732232,0.0001421511,0.000003421904,0.01473688,0.9659702,0.0002144468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.261513,0.01774221,0.0001151445,0.6562172,0.002555548,0.0001344762,0.0002415769,0.0002616078,0.06121925],"genre_scores_gemma":[0.3118772,0.01549585,0.00006020304,0.0005177768,0.00414071,0.00003600182,0.00002461573,0.00002722778,0.6678204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6556994,"threshold_uncertainty_score":0.9985945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507344557654572,"score_gpt":0.2640165402689333,"score_spread":0.2132820845034761,"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."}}