{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009579181,0.0004077241,0.001187998,0.00002735926,0.000180875,0.00003077805,0.0005843696,0.0002315897,0.0002921574],"category_scores_gemma":[0.00007694433,0.0001006697,0.0004855958,0.0005200073,0.00008688487,0.00003443593,0.0005503926,0.0002690111,0.0004386321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253842,"about_ca_system_score_gemma":0.00001248967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001375209,"about_ca_topic_score_gemma":0.0000414421,"domain_scores_codex":[0.9984555,0.0001797967,0.0003911273,0.000545257,0.00006561795,0.0003627493],"domain_scores_gemma":[0.9991781,0.0004435981,0.0002184167,0.00007452533,0.00003851454,0.00004688601],"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":[3.804672e-7,0.00002699579,0.00001739905,0.002074381,0.00005136436,4.941273e-7,0.000001381716,3.201446e-9,6.548966e-7,0.001190918,0.02233753,0.9742985],"study_design_scores_gemma":[0.00001728154,0.00003757174,0.00007375149,0.002665618,0.0002400967,0.000001246771,0.000005876345,4.167869e-8,7.63339e-8,0.0001976573,0.996488,0.0002727215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005244664,0.9942827,7.521113e-7,0.0001655915,0.001372737,0.0005732384,0.0001432006,0.0001365948,0.00332],"genre_scores_gemma":[0.00000443247,0.9958974,0.000004830035,0.00003059103,0.0006510435,0.0001584003,0.001307846,6.157108e-7,0.00194487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9741505,"threshold_uncertainty_score":0.5637875,"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."}}