{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439595,0.0005134083,0.0002524911,0.003149974,0.001330534,0.0009695695,0.0006664254,0.0002688261,0.002443541],"category_scores_gemma":[0.0007521639,0.0002874857,0.0007393742,0.005527783,0.0002592964,0.0002787641,0.0007530951,0.0003757834,0.0005453252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02494769,"about_ca_system_score_gemma":0.02551475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963995,"about_ca_topic_score_gemma":0.9985839,"domain_scores_codex":[0.9993923,0.00002391807,0.00004566683,0.00004210763,0.0003788736,0.0001172552],"domain_scores_gemma":[0.9984258,0.00002963898,0.000164838,0.0000295459,0.001182917,0.0001672243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005854442,0.00006725943,0.8819967,0.0002547276,0.0004052625,0.0004267638,0.0005209313,0.002041997,0.001109879,0.000614585,0.07560563,0.03637065],"study_design_scores_gemma":[0.00001330391,0.0000157581,0.9777771,0.0000284735,0.00005116117,0.00006639672,0.000620183,0.0005218599,0.0003348843,0.00002338189,0.0205381,0.000009299006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6529865,0.006762097,0.00104741,0.001382937,0.0001133356,0.0003269489,0.2811182,0.0002005134,0.05606211],"genre_scores_gemma":[0.7503742,0.007400642,0.002504271,0.0005535865,0.00004339098,0.000163617,0.1612321,0.0000629679,0.0776653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02494769,"threshold_uncertainty_score":0.1810091,"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."}}