{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992746,0.0001782094,0.0002712639,0.0001019261,0.0001056729,0.00001461481,0.00007167598,0.00016533,0.0001432151],"category_scores_gemma":[0.000091891,0.0001575917,0.00002497925,0.00009257425,0.000193284,0.0003541555,0.0001068625,0.0001769867,0.00003252492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050409,"about_ca_system_score_gemma":0.000005821197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371864,"about_ca_topic_score_gemma":0.0002868341,"domain_scores_codex":[0.99874,0.0001673186,0.0002755394,0.0004308053,0.0001684938,0.0002179033],"domain_scores_gemma":[0.9995611,0.00009562563,0.0001595409,0.0001293406,0.000002292255,0.00005215014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694642,0.0001534906,0.9791589,0.00002408789,0.00003201036,0.000003104687,0.001546881,0.001393763,0.01619861,0.00001862097,0.000009506429,0.001291608],"study_design_scores_gemma":[0.001777996,0.0007568839,0.9844119,0.00003397427,0.0000324146,0.00001210315,0.0002701851,0.004214786,0.008171062,0.00009113097,0.00002983977,0.0001977463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998655,0.0001337966,0.00001437042,0.0000886777,0.0003881708,0.0005118741,0.000002884954,0.00001549915,0.000189783],"genre_scores_gemma":[0.9994084,0.0001907657,0.0001018604,0.00005158193,0.00004196017,0.00004057401,0.00002420954,0.00001372513,0.0001268886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008027542,"threshold_uncertainty_score":0.6426404,"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."}}