{"id":"W4307062027","doi":"","title":"Il est possible de produire sans pesticide, mais à des niveaux de productivité plus faibles","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Environmental science; Physics; Forestry; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293915,0.001298352,0.001460917,0.0006558088,0.001175704,0.002415912,0.0006898285,0.003179105,0.01401816],"category_scores_gemma":[0.002003324,0.0005673924,0.001948962,0.0005826067,0.001238824,0.00191774,0.0007847549,0.002232377,0.006178649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008659579,"about_ca_system_score_gemma":0.000709764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548162,"about_ca_topic_score_gemma":0.002755677,"domain_scores_codex":[0.9982082,0.0002604154,0.00007692675,0.0005994028,0.0006303997,0.0002246658],"domain_scores_gemma":[0.9979123,0.0008836127,0.0001912715,0.0004193901,0.0004803762,0.0001130253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006390624,0.0001532782,0.001282241,0.0004588885,0.0001029699,0.0004429054,0.0001039711,0.001108276,0.9733594,0.001292976,0.000566112,0.02048987],"study_design_scores_gemma":[0.00005161281,0.001319539,0.005166999,0.00005501322,0.0001476674,0.0009356926,0.0002251972,0.001406881,0.9604869,0.003036226,0.02712589,0.00004238571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7659761,0.01785495,0.1210843,0.006414907,0.001153226,0.0003329954,0.002196914,0.002219076,0.08276752],"genre_scores_gemma":[0.8751752,0.008148571,0.03917298,0.001363296,0.0003354038,0.0002131791,0.001363084,0.0005202187,0.07370803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401816,"threshold_uncertainty_score":0.0468955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005876770573015,"score_gpt":0.2364525771671157,"score_spread":0.2163938094613856,"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."}}