{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295495,0.001601761,0.0004968231,0.000766628,0.0004763049,0.0007784561,0.001219998,0.0006813753,0.005911697],"category_scores_gemma":[0.0005241632,0.0002182073,0.0009011969,0.0003057751,0.0003650674,0.0004855852,0.001408732,0.00100914,0.00152573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191791,"about_ca_system_score_gemma":0.002586843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007937299,"about_ca_topic_score_gemma":0.003852632,"domain_scores_codex":[0.999228,0.0002748179,0.00002410455,0.000145889,0.0002174132,0.0001097893],"domain_scores_gemma":[0.9992561,0.0001046205,0.00004883714,0.00006730167,0.0001963435,0.0003267852],"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":[0.00396275,0.002376639,0.01539635,0.001008299,0.0003139509,0.0007693182,0.0004861093,0.01215835,0.5646423,0.01363882,0.03312536,0.3521217],"study_design_scores_gemma":[0.003656424,0.02468561,0.07043698,0.0002956738,0.0004116338,0.00258938,0.0006751911,0.03264168,0.3912123,0.004042455,0.4691916,0.0001611231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7120445,0.01749891,0.1568355,0.005859643,0.001199526,0.005370896,0.01571805,0.003329849,0.08214306],"genre_scores_gemma":[0.6343913,0.009596041,0.2041441,0.0008224846,0.0002943467,0.003186994,0.03399779,0.0004482736,0.1131187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007937299,"threshold_uncertainty_score":0.01977664,"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."}}