{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000666027,0.0009838402,0.001176967,0.0005747653,0.0004621883,0.0001193133,0.000551583,0.0009532935,0.0007810255],"category_scores_gemma":[0.000112685,0.0009567033,0.0002561183,0.0009334187,0.0003344819,0.0002572081,0.0002922622,0.00104424,0.0001462584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009281443,"about_ca_system_score_gemma":0.0001148703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0243381,"about_ca_topic_score_gemma":0.07285444,"domain_scores_codex":[0.9955338,0.0001946155,0.00106187,0.001492813,0.0006974048,0.001019501],"domain_scores_gemma":[0.9976115,0.000209885,0.0009151434,0.0008308872,0.00004576758,0.0003867815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002717846,0.001736419,0.2234216,0.002274742,0.001971049,0.0002573185,0.00742917,0.001246165,0.005879554,0.0004570869,0.2818672,0.4707419],"study_design_scores_gemma":[0.001189547,0.001967287,0.987246,0.0007274745,0.0001795215,0.00002913245,0.0005376792,0.0003603626,0.0003320952,0.000258644,0.006203143,0.0009691155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905676,0.001814032,0.00006835973,0.0003971161,0.0004745427,0.001732124,0.0002937898,0.0002480423,0.004404403],"genre_scores_gemma":[0.9854136,0.003983291,0.0003367013,0.0002485172,0.00006877207,0.0002486426,0.001522596,0.0001452926,0.008032599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638244,"threshold_uncertainty_score":0.9992883,"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."}}