{"id":"W272915518","doi":"10.1079/9780851995274.0120","title":"<i>Eriosoma americanum</i> (Riley), woolly elm aphid (Homoptera: Pemphigidae).","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":"Homoptera; Aphid; Biology; Beauveria bassiana; Botany; Biological pest control; 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":[0.0005274389,0.0007930029,0.0007337712,0.0002389996,0.0004351303,0.0006475233,0.001519,0.0007722143,0.01276848],"category_scores_gemma":[0.0001217224,0.0008072985,0.0003798126,0.00008805642,0.0009225796,0.0009705384,0.001371877,0.001285089,0.002866511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871108,"about_ca_system_score_gemma":0.00007609723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931857,"about_ca_topic_score_gemma":0.001123417,"domain_scores_codex":[0.9962764,0.0000572735,0.0006909908,0.001236157,0.0008042886,0.0009348551],"domain_scores_gemma":[0.997663,0.0001315666,0.0005697325,0.001203876,0.00003953127,0.0003922823],"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":[0.0001070168,0.00009983777,0.001687933,0.00009831915,0.0003651768,0.001237768,0.0008121782,0.0002174396,0.0002304353,0.1175275,0.7631271,0.1144893],"study_design_scores_gemma":[0.0004393077,0.0001559305,0.002332977,0.00008399707,0.0001027735,0.00009026771,0.00002463795,0.00002023722,0.00001593588,0.01360321,0.9822444,0.0008863368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001741789,0.00009632544,0.0001171163,0.0005007675,0.001372348,0.0007343793,0.0000473227,0.0004041511,0.9949858],"genre_scores_gemma":[0.03640588,0.00007160732,0.0004829493,0.005663234,0.0005855826,0.0001125078,0.0001443992,0.0001731545,0.9563607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2191173,"threshold_uncertainty_score":0.9994378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007920300719813,"score_gpt":0.189161922950861,"score_spread":0.1790827199436628,"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."}}