{"id":"W4407904333","doi":"10.31274/cpn-20250224-1","title":"Corn Invertebrate Loss Estimates from the United States and Ontario, Canada — 2024","year":2025,"lang":"en","type":"report","venue":"","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Invertebrate; Environmental science; Geography; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002995499,0.0003751109,0.000437252,0.00001262736,0.0002642813,0.0002037989,0.0005509615,0.0002425995,0.007394996],"category_scores_gemma":[0.0002094882,0.0001092696,0.0000725975,0.0003027339,0.0001100105,0.0000359801,0.0003156853,0.0004919764,0.000009778167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857912,"about_ca_system_score_gemma":0.001352696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999535,"about_ca_topic_score_gemma":0.9998829,"domain_scores_codex":[0.9981321,0.00007757812,0.0003924881,0.0005382713,0.0005031714,0.0003564557],"domain_scores_gemma":[0.9981115,0.001135751,0.000187054,0.0001499075,0.0002948312,0.0001209782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001707987,0.0000263469,0.09559847,0.00002703279,0.0002896389,0.0001262699,0.00009887131,0.000005130486,0.003628057,0.00004945579,0.8877848,0.01234886],"study_design_scores_gemma":[0.0001207081,0.00003829333,0.06600888,0.0001439431,0.0001979589,0.00002970781,0.0001940506,0.0001684475,0.0004414916,0.001007024,0.931244,0.0004055496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9648938,0.003885692,0.000005855223,0.006253836,0.002683724,0.0007667885,0.003838404,0.0001343325,0.01753763],"genre_scores_gemma":[0.2614537,0.01390366,0.0004222316,0.02329902,0.00199911,0.0001584046,0.03475419,0.00001858766,0.6639912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7034401,"threshold_uncertainty_score":0.9935124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422020213315762,"score_gpt":0.2119196794847588,"score_spread":0.1976994773516011,"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."}}