{"id":"W4309387747","doi":"","title":"Renforcer l’immunité des plantes pour réduire l’usage des pesticides. Avis de l'expert « Il est possible de produire sans pesticide »","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","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":[0.003598122,0.0006837843,0.0005252587,0.0001469657,0.0016502,0.0003897329,0.002022792,0.000546797,0.0008767525],"category_scores_gemma":[0.001512348,0.0007714356,0.0003961393,0.0004098802,0.001090404,0.00003550667,0.001286335,0.0009643352,0.00004083473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868647,"about_ca_system_score_gemma":0.001493168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986775,"about_ca_topic_score_gemma":0.006181457,"domain_scores_codex":[0.9930475,0.003535995,0.000786688,0.001198479,0.0003773113,0.001054011],"domain_scores_gemma":[0.9946871,0.0009027631,0.0004892282,0.002422326,0.001031405,0.0004672154],"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":[0.0002121998,0.003158943,0.04952538,0.0009046968,0.0008098656,0.00007926607,0.03000843,0.004138914,0.7385176,0.04335153,0.005152586,0.1241405],"study_design_scores_gemma":[0.001909759,0.00001415424,0.1053735,0.004114438,0.0005239377,0.0008349731,0.002873931,0.01410645,0.6484344,0.01028891,0.2091017,0.00242379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939358,0.01266507,0.1444504,0.007312564,0.0001559862,0.0008744416,0.001412535,0.0001884624,0.03900469],"genre_scores_gemma":[0.8895757,0.01406941,0.06946536,0.000325986,0.00009992642,0.0004412256,0.003333592,0.0001296104,0.02255924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039491,"threshold_uncertainty_score":0.9996495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587208058281385,"score_gpt":0.2481701631859078,"score_spread":0.232298082603094,"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."}}