{"id":"W1604762208","doi":"10.23860/diss-tewksbury-elizabeth-2014","title":"Introduction and Establishment of Three Parasitoids of the Lily Leaf Beetle, Lilioceris lilii, (Coleoptera: Chrysomelidae) in North America","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eulophidae; Ichneumonidae; Biology; Hymenoptera; Leaf beetle; Biological pest control; Ecology; Parasitoid; Larva","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":[0.0002446983,0.000146155,0.00009838738,0.0003279868,0.0004641887,0.000316217,0.0002407117,0.0001967731,0.0006831774],"category_scores_gemma":[0.0002466828,0.0001594111,0.0001354181,0.0001536179,0.000325074,0.0003768044,0.0003445139,0.0003006915,0.00009108233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119236,"about_ca_system_score_gemma":0.0005393056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04578975,"about_ca_topic_score_gemma":0.1669309,"domain_scores_codex":[0.999838,0.00002485181,0.00001023468,0.00004698595,0.00004467059,0.00003524942],"domain_scores_gemma":[0.9994099,0.0000419127,0.0002375248,0.00003362975,0.0001229818,0.0001540288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002220479,0.0001934306,0.8778785,0.00008613306,0.00004048368,0.0003045466,0.001903518,0.00009189914,0.1017076,0.00006589519,0.0003328939,0.01717304],"study_design_scores_gemma":[0.000003636484,0.0002907398,0.9968645,0.000006921814,0.00001347517,0.00009917864,0.0004015697,0.00007747699,0.001479641,0.000005328728,0.0007540509,0.000003578617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992893,0.0001372722,0.00003355784,0.00002226216,0.000001122167,0.000008490351,0.00004381658,0.000005003048,0.0004592391],"genre_scores_gemma":[0.998696,0.0002041583,0.0002600087,0.00004205867,0.000001718236,0.00001576136,0.0001540496,0.000001241877,0.0006250057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04578975,"threshold_uncertainty_score":0.09104645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005965650450801591,"score_gpt":0.2006613055883869,"score_spread":0.1946956551375854,"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."}}