{"id":"W4411953884","doi":"10.1093/ee/nvaf068","title":"Effects of insect longevity and drought conditions on aster leafhopper (Hemiptera: Cicadellidae) fecundity","year":2025,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Canola Development Commission; Western Grains Research Foundation; U.S. Department of Agriculture","keywords":"Biology; Fecundity; Leafhopper; PEST analysis; Nymph; Hemiptera; Population; Population dynamics; Insect; Longevity; Botany; Advanced Spaceborne Thermal Emission and Reflection Radiometer; Miridae; Heteroptera; Agronomy; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006055994,0.0001355027,0.0002031113,0.00001872938,0.0001075573,0.000009880675,0.000101006,0.0001195153,0.0004234204],"category_scores_gemma":[0.00001344743,0.00006439336,0.00006992189,0.00006872773,0.00020805,0.0000500386,0.0001066808,0.0001267058,0.00004151159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390072,"about_ca_system_score_gemma":0.000002150766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044018,"about_ca_topic_score_gemma":0.00003246699,"domain_scores_codex":[0.9991977,0.000078145,0.0001563245,0.0002834628,0.00008966214,0.0001947697],"domain_scores_gemma":[0.9995052,0.0003209651,0.00005578216,0.00005684837,0.000002340038,0.00005883133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005811358,0.0004767214,0.2408834,0.00003118369,0.00004077711,0.00002358215,0.00007436268,0.000003866395,0.7476881,0.001039372,0.000352321,0.009328241],"study_design_scores_gemma":[0.0003277743,0.0003346656,0.8407118,0.00002619437,0.00002864784,0.00001044221,0.00002698027,0.00001104683,0.1525919,0.001109146,0.004695061,0.0001262791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971211,0.0002083933,0.000007368916,0.0003561125,0.0001272669,0.000186163,0.00006984409,0.00001465994,0.001909086],"genre_scores_gemma":[0.9984328,0.0001095543,0.00001726055,0.0006063691,0.00004376667,0.00002233753,0.00005621496,8.372577e-7,0.0007108775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5998285,"threshold_uncertainty_score":0.4636156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00718696368974968,"score_gpt":0.2043270435414851,"score_spread":0.1971400798517354,"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."}}