{"id":"W1509859559","doi":"10.7202/013977ar","title":"Lutter contre les insectes nuisibles en agriculture biologique : intervenir en harmonie face à la complexité","year":2006,"lang":"fr","type":"article","venue":"Phytoprotection","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement","funders":"","keywords":"Forestry; Humanities; Biology; Geography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003854473,0.0004034833,0.0003882794,0.000048705,0.0005514487,0.0002800303,0.0002800701,0.0006340024,0.001714813],"category_scores_gemma":[0.00007952767,0.0001916246,0.0003336202,0.0003541501,0.0001476325,0.0003258102,0.00007879025,0.0007845751,0.0002392508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878748,"about_ca_system_score_gemma":0.00001556284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02966414,"about_ca_topic_score_gemma":0.01559929,"domain_scores_codex":[0.9973632,0.0009644022,0.0004724966,0.0005284379,0.0001757399,0.0004956935],"domain_scores_gemma":[0.9988534,0.0005628022,0.0002506666,0.00009679238,0.0001640527,0.00007223278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003241852,0.0006223082,0.00505561,0.00009766922,0.0001347929,0.00003640158,0.0002992534,0.0002391615,0.7884634,0.008923797,0.01465516,0.1811482],"study_design_scores_gemma":[0.0007332697,0.0009563209,0.2013181,0.0004492081,0.00008954017,0.0004324491,0.001538413,0.0008092987,0.07034115,0.005635389,0.7168903,0.0008066182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603807,0.004756909,0.001533819,0.01987365,0.002169007,0.001165512,0.0005787651,0.0003194148,0.009222189],"genre_scores_gemma":[0.9718238,0.000311679,0.0001227911,0.0002216458,0.002888573,0.000167667,0.0002034463,0.000005453641,0.02425499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7181222,"threshold_uncertainty_score":0.9991978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076381271659509,"score_gpt":0.2130213720069981,"score_spread":0.202257559290403,"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."}}