{"id":"W1880109857","doi":"10.4000/ahrf.12622","title":"Guerre et politique. L’ennemi dans l’Italie révolutionnaire et napoléonienne","year":2012,"lang":"fr","type":"article","venue":"Annales historiques de la Révolution française","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002318311,0.0008140209,0.0007319935,0.000480623,0.001327266,0.0002204432,0.0005672994,0.0005646587,0.002989365],"category_scores_gemma":[0.0004992144,0.0009380401,0.000830963,0.0002528417,0.003640204,0.00216701,0.0001877053,0.001235376,0.001462461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289959,"about_ca_system_score_gemma":0.0003817118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393689,"about_ca_topic_score_gemma":0.005876802,"domain_scores_codex":[0.9931587,0.002641264,0.001017672,0.0007008442,0.0005846376,0.001896882],"domain_scores_gemma":[0.9965577,0.0005246091,0.0004244412,0.000898095,0.0004667437,0.001128485],"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":[0.00003953441,0.0007340992,0.0009441221,0.0001979212,0.000130208,0.00005035197,0.06821416,0.00002827773,0.00007825821,0.5658257,0.3634931,0.000264264],"study_design_scores_gemma":[0.0004591359,0.0001669854,0.003705474,0.0003707859,0.0004735981,0.000155452,0.002286575,0.0002064523,0.00005261897,0.005114187,0.986007,0.001001786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01816526,0.3384887,0.001763816,0.005461771,0.00270618,0.0002476998,0.0006584785,0.0005015919,0.6320065],"genre_scores_gemma":[0.7324581,0.005433,0.0004519266,0.00296446,0.003229342,0.00005208606,0.000212072,0.0001704411,0.2550285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7142929,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121095048478143,"score_gpt":0.2580782632596532,"score_spread":0.2368673127748717,"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."}}