{"id":"W7019942984","doi":"","title":"Impact of predation by Laricobius nigrinus (Coleoptera: Derodontidae) and Leucotaraxis spp. (Diptera: Chamaemyiidae) on Adelges tsugae (Hemiptera: Adelgidae) and Tsuga canadensis (Pinales: Pinaceae) tree health","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; U.S. Department of Agriculture","keywords":"Tsuga; Predation; Biological pest control; Range (aeronautics); Invasive species; Introduced species","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009783194,0.0001466996,0.00008390342,0.0001704429,0.0002309256,0.0002424706,0.0001104001,0.0001557869,0.002998615],"category_scores_gemma":[0.0003338305,0.00006069879,0.0002132246,0.00005526671,0.0001129709,0.0001152536,0.0001784072,0.0002281858,0.0002318055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403917,"about_ca_system_score_gemma":0.0001705848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010691,"about_ca_topic_score_gemma":0.05634812,"domain_scores_codex":[0.9999447,0.0000101243,0.000002433709,0.000009011008,0.00001334675,0.00002043858],"domain_scores_gemma":[0.9997409,0.00004267574,0.00004403545,0.000009689907,0.00004006023,0.0001227188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003501888,0.001647638,0.9071296,0.0000683999,0.0002306578,0.0005823064,0.0005447107,0.0007997613,0.05616158,0.0002010652,0.002381369,0.02675104],"study_design_scores_gemma":[0.00001449149,0.001312007,0.9953157,0.000004344557,0.00002851548,0.0001201786,0.0002887538,0.0007101825,0.001770827,0.00003449041,0.0003960468,0.000004439826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995184,0.00002876277,0.000005092462,0.00001049371,0.000001961167,0.000001115664,0.00003561503,0.000001590172,0.00039698],"genre_scores_gemma":[0.9990125,0.00003404869,0.0000181529,0.00001312359,0.000001249591,0.000001538347,0.00009864567,5.159476e-7,0.0008203094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010691,"threshold_uncertainty_score":0.03997976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007251173278960577,"score_gpt":0.2475724829193784,"score_spread":0.2403213096404178,"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."}}