{"id":"W4400022793","doi":"10.17180/ciag-2024-vol94-art26","title":"Développement d’outils de caractérisation et de détection des champignons présentant des risques émergents sur fruitiers à pépins : Alternaria sppet Venturia sppInnovations agronomiques 94, 387-400","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office Français de la Biodiversité; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Alternaria; Horticulture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497125,0.001238329,0.0008775798,0.001180478,0.000392568,0.001417902,0.0007180189,0.001246434,0.00287857],"category_scores_gemma":[0.001720585,0.0006911107,0.0007976613,0.0004177645,0.0006889956,0.0006783728,0.0004943424,0.0007396572,0.001412718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267484,"about_ca_system_score_gemma":0.0003082825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954521,"about_ca_topic_score_gemma":0.001856423,"domain_scores_codex":[0.9986155,0.0002581912,0.00005662429,0.0004520582,0.0004641954,0.0001533742],"domain_scores_gemma":[0.9987757,0.0005700588,0.000146122,0.00008606961,0.000313589,0.0001084568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001583705,0.0002229023,0.008154457,0.0001451423,0.00003059972,0.00009403166,0.0001525222,0.0002030675,0.9788533,0.00005849633,0.0001023729,0.01182484],"study_design_scores_gemma":[0.00005838776,0.001259748,0.07844977,0.00005300304,0.0001820265,0.0009075262,0.0003704917,0.00677295,0.9043266,0.0002113919,0.007347857,0.00006022688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088191,0.002070233,0.08248575,0.0002683689,0.0001807299,0.0005095829,0.001886882,0.0008569013,0.002922515],"genre_scores_gemma":[0.8590869,0.002162643,0.1217352,0.0002906375,0.00008659634,0.0005767284,0.006533625,0.0002466768,0.009281012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00287857,"threshold_uncertainty_score":0.009629786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236257009105336,"score_gpt":0.2460268657321482,"score_spread":0.2224011648216146,"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."}}