{"id":"W1604647726","doi":"10.4000/ahrf.10762","title":"Claude Mazauric et Jean-Paul Rothiot (dir.), Frontières et espaces frontaliers du Léman à la Meuse. Recompositions et échanges de 1789 à 1814","year":2009,"lang":"fr","type":"article","venue":"Annales historiques de la Révolution française","topic":"Migration, Health, Geopolitics, Historical Geography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Art; Humanities; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.004022041,0.000726952,0.0008196632,0.0007252542,0.001520905,0.0002871276,0.0007430312,0.001195053,0.0005542156],"category_scores_gemma":[0.0008084063,0.0008916358,0.0006342279,0.001099568,0.001487266,0.001235486,0.00007285183,0.00130587,0.0001613004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397881,"about_ca_system_score_gemma":0.0013738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08249763,"about_ca_topic_score_gemma":0.1932841,"domain_scores_codex":[0.9893549,0.006300914,0.0009453985,0.0009634737,0.0009344025,0.001500925],"domain_scores_gemma":[0.9957616,0.001411435,0.0006336309,0.0006470304,0.0005085052,0.001037801],"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":[0.0001040512,0.0008668844,0.002509872,0.0001315089,0.00008788833,0.00006368884,0.1509608,0.0003081032,0.0001056783,0.08191367,0.7608946,0.002053262],"study_design_scores_gemma":[0.0005850169,0.0004297909,0.01140798,0.0003133986,0.000195021,0.00003693336,0.001994037,0.0005325672,0.00003083927,0.02262764,0.9609941,0.0008527298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04293724,0.7300465,0.01681364,0.1435184,0.003783698,0.001179199,0.0005536691,0.001116844,0.06005082],"genre_scores_gemma":[0.6593512,0.2202153,0.02205839,0.01977753,0.002903486,0.000248557,0.0004803569,0.0001971545,0.07476806],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.616414,"threshold_uncertainty_score":0.999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258254854576332,"score_gpt":0.2887604702734,"score_spread":0.2761779217276367,"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."}}