{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002129054,0.0009396725,0.0008758057,0.00007654908,0.0008681957,0.0005566171,0.0006192494,0.0007196212,0.007967405],"category_scores_gemma":[0.00002377163,0.0004721826,0.0008440563,0.00006228574,0.0007375808,0.0001523404,0.0002511406,0.001048382,0.004873887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274295,"about_ca_system_score_gemma":0.00007326907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603374,"about_ca_topic_score_gemma":0.008272211,"domain_scores_codex":[0.9966807,0.00007521074,0.000800122,0.001083642,0.0004485636,0.0009117822],"domain_scores_gemma":[0.9984742,0.0003621299,0.0002616098,0.0002671386,0.0002710856,0.0003637974],"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":[0.0001735513,0.00008514575,0.0004147883,0.0003293481,0.0004636464,0.0006850419,0.000467609,0.000005525053,0.03222721,0.4524893,0.002123337,0.5105354],"study_design_scores_gemma":[0.0002865346,0.0006668754,0.001539942,0.001233032,0.0003931725,0.0004865456,0.0002633811,0.00006277308,0.001845496,0.02656857,0.965541,0.001112642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09070484,0.005065304,0.000005611309,0.001469577,0.003221722,0.000688888,0.001391786,0.0002477074,0.8972046],"genre_scores_gemma":[0.3941959,0.0002964514,0.00003366438,0.0004943658,0.002300906,0.00006868329,0.0001646872,0.00001690935,0.6024284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9634177,"threshold_uncertainty_score":0.999773,"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."}}