{"id":"W4283265772","doi":"10.1002/eap.2697","title":"Native generalist natural enemies and an introduced specialist parasitoid together control an invasive forest insect","year":2022,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; U.S. Forest Service","keywords":"Generalist and specialist species; Biology; Predation; Pupa; Parasitoid; Biological pest control; Ecology; Predator; Population; Zoology; Larva; Habitat; Demography","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":[0.0002062531,0.0001796831,0.0001655115,0.0002214698,0.0002110013,0.0003641717,0.0002250397,0.0001473775,0.0007918318],"category_scores_gemma":[0.0002392734,0.00008019041,0.0002386939,0.0001035392,0.0001744613,0.0002317085,0.0002847823,0.0001812148,0.00005707172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006053065,"about_ca_system_score_gemma":0.0004119133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009057267,"about_ca_topic_score_gemma":0.03272277,"domain_scores_codex":[0.9999087,0.00001600305,0.000006256435,0.00002298309,0.00002267512,0.00002350162],"domain_scores_gemma":[0.999736,0.00002797209,0.0001137183,0.00001450213,0.00004700957,0.00006087553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003952698,0.0002744893,0.5947871,0.0005626389,0.0003706882,0.0005795069,0.0005093067,0.003840167,0.3554404,0.0006460087,0.0004363308,0.04215818],"study_design_scores_gemma":[0.00001535499,0.0009696555,0.9783869,0.00003289152,0.0001826376,0.0004911651,0.0007864314,0.008842415,0.008381904,0.0001476504,0.001752753,0.00001027757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984175,0.000369977,0.0003016817,0.0000279437,0.0000021528,0.000007976753,0.00003063426,0.000008423925,0.0008337651],"genre_scores_gemma":[0.998817,0.0002074911,0.0006181608,0.00001915803,0.000002702601,0.000004114785,0.00003304704,7.634239e-7,0.000297725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009057267,"threshold_uncertainty_score":0.01800907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297929745296398,"score_gpt":0.2455016484547561,"score_spread":0.2325223510017922,"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."}}