{"id":"W2276681050","doi":"","title":"Evaluating the suitability of Laricobius nigrinus Fender (Coleoptera: Derodontidae), a biological control agent for hemlock woolly adelgid, Adelges tsugae Annand (Hemiptera: Adelgidae)","year":2005,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; Biology; Biological pest control; Bionomics; Fender; Zoology; Ecology; Larva; Engineering","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":[0.0003287792,0.0002416428,0.0002409439,0.0002078434,0.0002300283,0.0003269737,0.000225863,0.0002599038,0.0007518292],"category_scores_gemma":[0.0004384937,0.0000786536,0.0002222936,0.00008392687,0.0001358025,0.0002958553,0.0001238543,0.0001873723,0.0001256597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844062,"about_ca_system_score_gemma":0.0003277889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004853791,"about_ca_topic_score_gemma":0.01855901,"domain_scores_codex":[0.9998196,0.00003340299,0.00001550202,0.00004082594,0.00006379321,0.00002693971],"domain_scores_gemma":[0.9997,0.00004952725,0.00009916362,0.000008697622,0.00008715903,0.00005556817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002252337,0.003661513,0.1222702,0.0009480423,0.0001608382,0.0002834097,0.0003561562,0.001281787,0.801735,0.0001234877,0.0002941062,0.06663318],"study_design_scores_gemma":[0.000260188,0.1172331,0.5639015,0.0001260923,0.0006340038,0.0007207781,0.001167328,0.007450207,0.3019126,0.00009969806,0.006446071,0.00004833947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987508,0.0003091359,0.0001064415,0.00002154038,0.000005988692,0.00005760151,0.00006088355,0.00000298084,0.0006847274],"genre_scores_gemma":[0.9968578,0.0005044061,0.001170973,0.00003151543,0.000004122692,0.00003943849,0.0001301197,0.000001140149,0.001260504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004853791,"threshold_uncertainty_score":0.009651065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831331679645969,"score_gpt":0.2995486445493681,"score_spread":0.2712353277529084,"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."}}