{"id":"W990456707","doi":"10.1079/9780851995274.0196","title":"<i>Neodiprion abietis</i> (Harris), balsam fir sawfly (Hymenoptera: Diprionidae).","year":2001,"lang":"en","type":"book-chapter","venue":"CABI Publishing eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sawfly; Balsam; Abies balsamea; Biological pest control; Biology; Choristoneura fumiferana; Natural enemies; Botany; Hymenoptera; Spruce budworm; Tortricidae; PEST analysis","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007865099,0.0007873003,0.0006473594,0.0002098961,0.0005561849,0.001032939,0.001425152,0.001096788,0.01753757],"category_scores_gemma":[0.0001077338,0.0007996158,0.0003280214,0.00006308452,0.0005899213,0.001130479,0.001449037,0.001434287,0.003841449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009119322,"about_ca_system_score_gemma":0.00006520849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005707465,"about_ca_topic_score_gemma":0.001641277,"domain_scores_codex":[0.9961717,0.0000624384,0.0007395344,0.001267893,0.0008562491,0.000902251],"domain_scores_gemma":[0.9977431,0.000129133,0.0005228317,0.001185708,0.00004098356,0.0003782988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008348036,0.00009597436,0.001477127,0.0001103093,0.0002732905,0.0007135363,0.0004151143,0.0001917968,0.0004608078,0.07821392,0.7512966,0.166668],"study_design_scores_gemma":[0.0004976954,0.0001401978,0.005129901,0.0001172093,0.0001181179,0.00005554316,0.00001649284,0.00002606993,0.00002940765,0.02718576,0.9658369,0.0008467393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002428832,0.0001984692,0.0001236328,0.0005043452,0.001543731,0.0008349877,0.0000505664,0.0003880399,0.9939274],"genre_scores_gemma":[0.06234007,0.0001496918,0.0003658977,0.00415438,0.0005096358,0.00009930185,0.0002214949,0.0001652883,0.9319943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2145402,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171409499793472,"score_gpt":0.1966501240526312,"score_spread":0.1849360290546964,"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."}}