{"id":"W4238504122","doi":"10.3406/ahrf.2001.2518","title":"La dernière campagne de Desaix","year":2001,"lang":"en","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; Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Embarrassment; Battle; Victory; Debt; Beneficiary; Certificate; Political science; Law; History; Psychology; Social psychology; Business; Computer science; Ancient history; Politics; Finance","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":[],"category_scores_codex":[0.0005984701,0.0002232899,0.0002401692,0.0001969338,0.0004777656,0.00009127094,0.0002571471,0.0001301148,0.003096103],"category_scores_gemma":[0.0001627267,0.0002322858,0.0002306249,0.00007848292,0.0009298617,0.0002781676,0.00003728978,0.0003458064,0.0005088497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498791,"about_ca_system_score_gemma":0.0001110655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526002,"about_ca_topic_score_gemma":0.001816784,"domain_scores_codex":[0.9981518,0.000580885,0.0003015357,0.0002835521,0.0002157733,0.0004664443],"domain_scores_gemma":[0.9989123,0.0002590914,0.0000995961,0.0003176493,0.000156728,0.0002546468],"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":[0.0001008858,0.0003302243,0.001983044,0.00007032797,0.0000862518,0.0004004774,0.08506918,0.00004401572,0.0001676589,0.1268568,0.7806898,0.004201343],"study_design_scores_gemma":[0.0002183743,0.00005097545,0.0004925551,0.00003505792,0.00008569613,0.00005689445,0.0005569683,0.0001982459,0.00002290708,0.001550168,0.9964584,0.0002738037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2048563,0.0403155,0.001491593,0.0003504744,0.0002618223,0.000101159,0.00003150341,0.0005170555,0.7520747],"genre_scores_gemma":[0.8506426,0.0007010174,0.0003204681,0.0008101315,0.0008416192,0.00001962351,0.00001968793,0.00005024978,0.1465946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6457863,"threshold_uncertainty_score":0.9978152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088068764076491,"score_gpt":0.240106566333455,"score_spread":0.2192258786926901,"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."}}