{"id":"W4410079613","doi":"10.1016/j.cub.2025.03.049","title":"Legumes","year":2025,"lang":"en","type":"review","venue":"Current Biology","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology","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":[0.0002667219,0.001130517,0.001163875,0.001557971,0.0002689914,0.001285404,0.0007747455,0.0006761492,0.009328436],"category_scores_gemma":[0.0002968113,0.0002116939,0.0003804211,0.001373759,0.0002945002,0.0006391113,0.0006555689,0.0009847381,0.00456479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675285,"about_ca_system_score_gemma":0.0006925463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411793,"about_ca_topic_score_gemma":0.005295594,"domain_scores_codex":[0.9998624,0.00001461103,0.0000107049,0.00004395303,0.0000439885,0.00002428289],"domain_scores_gemma":[0.9999298,0.0000176594,0.00001802891,0.000004737572,0.0000173761,0.00001239619],"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":[0.0001236285,0.00005785877,0.0001886689,0.01320404,0.00009917059,0.0001431134,0.00003389858,0.0001706791,0.01018766,0.002777792,0.01610029,0.9569132],"study_design_scores_gemma":[0.00002426122,0.00008256979,0.001002505,0.00229029,0.0001812548,0.000488566,0.00003559722,0.00003445483,0.001306971,0.001053493,0.9934881,0.00001182337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004995318,0.9924401,0.0004340173,0.000163774,0.0002695203,0.00001813107,0.0001693841,0.00003124608,0.005974361],"genre_scores_gemma":[0.005466403,0.985962,0.0007807715,0.0005078025,0.0001599434,0.00002202745,0.0004730514,0.000006826142,0.006621288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009328436,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08770186759364262,"score_gpt":0.3637645374853176,"score_spread":0.276062669891675,"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."}}