{"id":"W2972467784","doi":"","title":"En Auvergne, les forêts menacées par la sécheresse","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007193837,0.0006665981,0.0007000703,0.0001692991,0.0007187777,0.000736412,0.00206732,0.0008040597,0.003376754],"category_scores_gemma":[0.001630568,0.0006542508,0.0003482703,0.0004839266,0.0005875168,0.0004158067,0.0007414491,0.001187541,0.001359917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005407408,"about_ca_system_score_gemma":0.0005928659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463557,"about_ca_topic_score_gemma":0.01541248,"domain_scores_codex":[0.9874048,0.009162626,0.0007030451,0.001224232,0.0006715708,0.000833719],"domain_scores_gemma":[0.9900692,0.005741774,0.0006551065,0.001972165,0.001114914,0.0004468284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570238,0.001111356,0.2458769,0.003559075,0.0005786554,0.00009675189,0.03242019,0.01227162,0.0008577286,0.1110443,0.02759141,0.5644349],"study_design_scores_gemma":[0.001241468,0.000004328818,0.1732403,0.005638484,0.0002268659,0.00007554294,0.0006567982,0.1554985,0.01303579,0.007848651,0.64089,0.00164334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5375094,0.01959994,0.03404737,0.02221412,0.001604169,0.001309441,0.000556642,0.0003744604,0.3827845],"genre_scores_gemma":[0.9134294,0.005949986,0.01366449,0.0001478369,0.00009938675,0.00002447816,0.001048706,0.00004538676,0.06559037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6132986,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234575003340831,"score_gpt":0.2075225645070963,"score_spread":0.195176814473688,"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."}}