{"id":"W4399196062","doi":"10.17180/ciag-2024-vol94-art09","title":"Projet DS2 : Drosophila suzukii « Développer des Stratégies de gestion efficaces, économiquement viables et durables »Innovations agronomiques 94,127-140","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direction Régionale de l'Alimentation, de l'Agriculture et de la Forêt de la région Auvergne-Rhône-Alpes; Centre National de la Recherche Scientifique; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Ministry of Agriculture - Saskatchewan","keywords":"Drosophila suzukii; Biology; Drosophilidae","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003340305,0.0002605979,0.0002251119,0.00007455267,0.000527158,0.000771666,0.0005026538,0.0001867447,0.0002295523],"category_scores_gemma":[0.0002892037,0.0001484192,0.0001387526,0.0005085017,0.0002291828,0.0004232729,0.0001598508,0.0002931678,0.00001996381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903319,"about_ca_system_score_gemma":0.0001273792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004286061,"about_ca_topic_score_gemma":0.01202184,"domain_scores_codex":[0.9971108,0.001394618,0.0004194007,0.0005066361,0.0001708011,0.0003976834],"domain_scores_gemma":[0.9979139,0.0009273372,0.0001242266,0.0002639506,0.0006610999,0.0001094984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001743343,0.0003867101,0.006640322,0.00005860415,0.00004250776,0.000005755507,0.002748414,0.0000114021,0.5051004,0.2896459,0.001037291,0.1943053],"study_design_scores_gemma":[0.0004775247,0.00001690474,0.4562182,0.002357704,0.0001139675,0.00005343839,0.001104843,0.00578755,0.4277664,0.04027094,0.06461518,0.001217425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647718,0.0009604255,0.002070026,0.02251987,0.00006459805,0.0004572388,0.000080054,0.0008254773,0.008250494],"genre_scores_gemma":[0.9901421,0.000949152,0.006172618,0.0001635342,0.00004309664,0.000145114,0.0003551398,0.000007744058,0.002021493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495778,"threshold_uncertainty_score":0.7441193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513943501837042,"score_gpt":0.2320617242208448,"score_spread":0.2069222892024744,"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."}}