{"id":"W4402055092","doi":"10.1079/9781800623279.0034","title":"<i>Oulema melanopus</i>L., Cereal Leaf Beetle / Criocère des céréales (Coleoptera: Chrysomelidae)","year":2024,"lang":"fr","type":"book-chapter","venue":"CABI eBooks","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Leaf beetle; Botany; Larva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00004198715,0.0004799316,0.000133362,0.0007318311,0.0005798733,0.0009248812,0.0002249833,0.0002664316,0.03202727],"category_scores_gemma":[0.00006602695,0.000105706,0.000127416,0.0006303227,0.0002978854,0.000490566,0.0002537204,0.0004393677,0.009686501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976293,"about_ca_system_score_gemma":0.0009177834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1664224,"about_ca_topic_score_gemma":0.4794342,"domain_scores_codex":[0.9999733,0.00000143526,7.384211e-7,0.000007037874,0.0000127412,0.00000476493],"domain_scores_gemma":[0.9999788,0.000004864096,0.000002658314,0.0000015103,0.000007421744,0.00000487001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006008937,0.00003397427,0.001647464,0.0005544712,0.000007456988,0.000288596,0.0008318649,0.0003441274,0.0104246,0.01761256,0.3879994,0.5801954],"study_design_scores_gemma":[0.000001210784,0.00001071265,0.003181554,0.00006175732,0.000002095267,0.0001582846,0.00006983047,0.00007683652,0.0003595144,0.0003421112,0.9957337,0.000002450596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01010813,0.07518896,0.001553758,0.002534036,0.0009865742,0.00006116983,0.001178708,0.000422092,0.9079666],"genre_scores_gemma":[0.01835417,0.01731586,0.001041609,0.0004835223,0.0002089888,0.00001463211,0.0005061532,0.00009488976,0.9619802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1664224,"threshold_uncertainty_score":0.3309073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260409833270754,"score_gpt":0.2213764003631693,"score_spread":0.1987723020304618,"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."}}