{"id":"W2020113013","doi":"10.1603/en09029","title":"Dispersal of<i>Agrilus planipennis</i>(Coleoptera: Buprestidae) From Discrete Epicenters in Two Outlier Sites","year":2010,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; U.S. Forest Service","keywords":"Agrilus; Emerald ash borer; Buprestidae; Biology; Fraxinus; Biological dispersal; Ecology; Botany; Forestry; Geography; Population","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":["insufficient_payload"],"category_scores_codex":[0.0001813179,0.0002518354,0.0002961231,0.00007266243,0.00007038865,0.0000101983,0.0004473663,0.0001320141,0.01367464],"category_scores_gemma":[0.00001966756,0.0002419537,0.00008829647,0.00009368121,0.000814262,0.0001940378,0.0006236241,0.0003845906,0.001204302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319909,"about_ca_system_score_gemma":0.000004030518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474965,"about_ca_topic_score_gemma":0.01686201,"domain_scores_codex":[0.9982712,0.000102819,0.0003803682,0.000543408,0.0002259916,0.0004762231],"domain_scores_gemma":[0.9991955,0.0001169379,0.0001381297,0.0004221686,6.131231e-7,0.0001266274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009991712,0.0003188245,0.9001387,0.00000264511,0.00002990707,0.00009467576,0.0006493428,0.0005643532,0.09670037,0.0003717708,0.0002620101,0.0007674974],"study_design_scores_gemma":[0.001388522,0.0001339414,0.9896683,0.000004651114,0.00002957483,0.00001954406,0.0001569856,0.0007320697,0.004269866,0.0009596552,0.002376529,0.0002603488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907619,0.00002539766,0.0001149096,0.0001392826,0.0005831798,0.0003350471,0.0000647808,0.00002552459,0.007949973],"genre_scores_gemma":[0.9979261,0.00002222488,0.0008401139,0.0003910644,0.00004991784,0.00004429135,0.0001310592,0.00002077676,0.0005744539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0924305,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004233903814532597,"score_gpt":0.21884374890014,"score_spread":0.2146098450856074,"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."}}