{"id":"W2972170247","doi":"10.1093/ee/nvz096","title":"Insect Defoliators in Recovering Industrial Landscapes: Effects of Landscape Degradation and Remediation Near an Abandoned Metal Smelter on Gypsy Moth (Lepidoptera: Lymantriidae) Feeding, Frass Production, and Frass Properties","year":2019,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Waterloo","funders":"","keywords":"Frass; Lymantria dispar; Biology; Ecology; Lepidoptera genitalia; Curculionidae; Botany; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000203833,0.000292591,0.0001859655,0.0002322621,0.0003528784,0.000344704,0.0002231205,0.0001836526,0.0005050065],"category_scores_gemma":[0.0004387508,0.0001097476,0.0002266493,0.0002051481,0.0004236189,0.0001529664,0.000255165,0.0002076196,0.00005310556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158785,"about_ca_system_score_gemma":0.0005740856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09783613,"about_ca_topic_score_gemma":0.389899,"domain_scores_codex":[0.9998333,0.00003039239,0.00001042809,0.00004016258,0.00003771347,0.00004800565],"domain_scores_gemma":[0.999498,0.00006848953,0.0002033703,0.00002636903,0.00006390737,0.0001398325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349469,0.0003650376,0.9297445,0.00005958893,0.0001043167,0.0001865337,0.0005901654,0.0004532284,0.06172886,0.00001683028,0.00006414137,0.005337161],"study_design_scores_gemma":[0.000002398534,0.0001374305,0.9992544,7.900312e-7,0.000006441554,0.00001127167,0.00009264657,0.00004954098,0.000421484,0.000001395558,0.00002137537,7.482084e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999135,0.00001652927,0.000004637644,0.000002454693,1.340596e-7,0.000001060855,0.00001749486,4.356116e-7,0.00004370798],"genre_scores_gemma":[0.9996738,0.00003606449,0.00005670733,0.000009710689,6.00702e-7,0.000002342147,0.00008912395,5.077862e-7,0.0001310698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09783613,"threshold_uncertainty_score":0.1945333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00876808021928803,"score_gpt":0.1922510963791954,"score_spread":0.1834830161599074,"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."}}