{"id":"W1539441648","doi":"10.1079/9780851995274.0022","title":"<i>Acantholyda erythrocephala</i> (L.), pine false webworm (Hymenoptera: Pamphiliidae).","year":2001,"lang":"en","type":"book-chapter","venue":"CABI Publishing eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trichogramma; Biology; Hymenoptera; Biological pest control; Parasitoid; Toxicology; Botany","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":[0.0007984224,0.0008180414,0.0006992646,0.0002340689,0.0004641317,0.00081224,0.001350282,0.0009562582,0.01388929],"category_scores_gemma":[0.0001105131,0.0008163653,0.0002887064,0.000072414,0.0007716743,0.001120189,0.001440175,0.001366851,0.00262585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730005,"about_ca_system_score_gemma":0.00006895117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003510773,"about_ca_topic_score_gemma":0.002300448,"domain_scores_codex":[0.9962493,0.00004502174,0.0007357874,0.001226748,0.0007983836,0.0009447814],"domain_scores_gemma":[0.9978365,0.0001126312,0.0004885804,0.001141837,0.00004186678,0.0003785396],"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":[0.00009134634,0.0001209357,0.0007562519,0.0001589662,0.0003318662,0.0009349788,0.000877574,0.0001605319,0.0003386718,0.1804775,0.633812,0.1819395],"study_design_scores_gemma":[0.0005683945,0.0001334011,0.0008422091,0.0001267825,0.0001134012,0.00008993159,0.00001731759,0.00002963424,0.00002634476,0.03633064,0.9608685,0.0008534449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001246764,0.0002706535,0.0001202187,0.0006261009,0.001106695,0.0007823686,0.00005358519,0.00039152,0.9954021],"genre_scores_gemma":[0.05776003,0.0001486911,0.0002659707,0.004784241,0.0005694253,0.00009954397,0.0001921159,0.0001722086,0.9360078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3270566,"threshold_uncertainty_score":0.9994287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305852972292352,"score_gpt":0.2012677021095586,"score_spread":0.1882091723866351,"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."}}