{"id":"W4402055528","doi":"10.1079/9781800623279.0015","title":"<i>Cephus cinctus</i>Norton, Wheat Stem Sawfly / Cèphe du blé (Hymenoptera: Cephidae)","year":2024,"lang":"fr","type":"book-chapter","venue":"CABI eBooks","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sawfly; Hymenoptera; Biology; Agronomy; Botany","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":[0.0002879421,0.001238923,0.001210595,0.00005925486,0.0009783338,0.000385582,0.0007463749,0.0008283386,0.002509867],"category_scores_gemma":[0.00001112048,0.0005652881,0.0007520546,0.00007390965,0.0008340351,0.0001022834,0.0006984873,0.0009087128,0.004025821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025707,"about_ca_system_score_gemma":0.00004383808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004212053,"about_ca_topic_score_gemma":0.002889422,"domain_scores_codex":[0.995959,0.00006192332,0.0008843761,0.001381526,0.0006313821,0.001081728],"domain_scores_gemma":[0.998611,0.0003323709,0.000285512,0.0001419721,0.0001915877,0.0004374949],"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":[0.0001863014,0.0001007848,0.004045554,0.000458239,0.0008194437,0.001712048,0.0007856371,0.00000199138,0.04129183,0.4495736,0.009173419,0.4918512],"study_design_scores_gemma":[0.0002209139,0.0007299528,0.006167863,0.000932139,0.0003948061,0.0001837961,0.000247793,0.00001382169,0.0007392021,0.006757215,0.9823223,0.001290185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1011741,0.01184017,0.000001154799,0.003133882,0.001925049,0.0007238389,0.0009434719,0.0003462206,0.8799121],"genre_scores_gemma":[0.2841591,0.001185078,0.00001334579,0.000781926,0.003656289,0.00003954719,0.00007550101,0.00001900969,0.7100702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9731489,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920220718842701,"score_gpt":0.1927420246248014,"score_spread":0.1535398174363744,"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."}}