{"id":"W2130371350","doi":"10.1603/022.038.0104","title":"Age-Dependent Postdiapause Development in the Gypsy Moth (Lepidoptera: Lymantriidae) Life Stage Model","year":2009,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Lymantria dispar; Gypsy moth; Biology; Phenology; Lepidoptera genitalia; Pupa; PEST analysis; Larva; Instar; Population; Developmental stage; Ecology; Zoology; Botany; Demography","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":[0.0004078056,0.000185629,0.0001930724,0.00002221407,0.0001699203,0.00004892294,0.0004758477,0.000105434,0.0007848621],"category_scores_gemma":[0.00001971157,0.00007064734,0.00006567318,0.00009379949,0.00007981106,0.00009618275,0.00008029726,0.0002409068,0.0002424321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103894,"about_ca_system_score_gemma":0.00001482174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295448,"about_ca_topic_score_gemma":0.0002542744,"domain_scores_codex":[0.9981982,0.0002179071,0.0002708829,0.0003388633,0.0003936318,0.0005805303],"domain_scores_gemma":[0.9995995,0.00009684363,0.00005735108,0.0001019705,0.000002932701,0.0001414602],"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":[0.0005015472,0.002453966,0.01253478,0.000005543096,0.00006016122,0.0009988182,0.0024543,0.0008420949,0.7662623,0.001759155,0.0004128408,0.2117145],"study_design_scores_gemma":[0.003061983,0.002323367,0.94969,0.00001778362,0.00002110168,0.00009613509,0.00238053,0.003260972,0.0286364,0.002257656,0.007185934,0.001068147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945849,0.0002523118,0.00002047121,0.001724612,0.00002570069,0.0003638261,0.00001582372,0.00002387662,0.002988432],"genre_scores_gemma":[0.9956365,0.0001024523,0.00006762041,0.002777237,0.00007963622,0.00004341982,0.00006679491,0.000001306625,0.001225015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9371552,"threshold_uncertainty_score":0.859369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716332389158169,"score_gpt":0.2201157912059269,"score_spread":0.2029524673143452,"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."}}