{"id":"W4256359782","doi":"10.3406/ahrf.2001.2520","title":"Desaix fut-il un général politique ?","year":2001,"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; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humanities; Philosophy; Art; Political science","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":["insufficient_payload"],"category_scores_codex":[0.000875408,0.0005950305,0.0006089077,0.0004193048,0.001292551,0.0002114593,0.0005103815,0.0004360536,0.008973413],"category_scores_gemma":[0.0002428761,0.00071692,0.0006860233,0.0002246658,0.003129494,0.0007580453,0.0001033423,0.0008662948,0.00198253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118733,"about_ca_system_score_gemma":0.0002747715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009938795,"about_ca_topic_score_gemma":0.003078966,"domain_scores_codex":[0.9953868,0.00136716,0.0008380263,0.0006804608,0.0004427595,0.001284842],"domain_scores_gemma":[0.9974697,0.0003695456,0.0002810236,0.000697442,0.0004562063,0.0007261333],"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":[0.000105541,0.0005633355,0.0007527127,0.0001482765,0.0001621371,0.0006501632,0.01679783,0.00003231497,0.00005011312,0.5234086,0.4547657,0.002563307],"study_design_scores_gemma":[0.0004655207,0.0002030006,0.0007520335,0.0001768282,0.0003701313,0.0002115854,0.0004785048,0.0003785543,0.00005260431,0.01054639,0.9856023,0.0007626021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05364083,0.3695624,0.001403306,0.005296845,0.002041191,0.0002257773,0.0003606792,0.0005169917,0.566952],"genre_scores_gemma":[0.4239172,0.0138786,0.0005726625,0.002046376,0.004862444,0.00003405738,0.0000860748,0.000145582,0.554457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5308366,"threshold_uncertainty_score":0.9995834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892271478958169,"score_gpt":0.239073511861323,"score_spread":0.2201507970717413,"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."}}