{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002880524,0.0003435123,0.0001111462,0.000456585,0.0004096807,0.0005510653,0.0002124451,0.000249421,0.02504679],"category_scores_gemma":[0.00005181373,0.0001095543,0.0001130128,0.0004096871,0.000141908,0.0005133198,0.0002254146,0.0003931428,0.01226055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131067,"about_ca_system_score_gemma":0.0002642598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009699037,"about_ca_topic_score_gemma":0.04460921,"domain_scores_codex":[0.99998,0.000001386671,6.003596e-7,0.000005146897,0.00001027737,0.000002631223],"domain_scores_gemma":[0.999988,0.000003325757,0.000001373026,0.000001153804,0.000004317424,0.000001888517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002490508,0.00006785758,0.0005162596,0.0005258037,0.000005980782,0.0005091996,0.0005274133,0.000312629,0.01836143,0.01991518,0.3286247,0.6306087],"study_design_scores_gemma":[0.000001344685,0.00001144257,0.001015274,0.00006377529,0.000002771596,0.000440229,0.00006125167,0.00006811984,0.001015923,0.0007942063,0.9965234,0.000002191752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006558803,0.03694012,0.002163122,0.0009813292,0.0008075024,0.00004456947,0.0003063366,0.0003130874,0.9518853],"genre_scores_gemma":[0.01621321,0.01881153,0.002522372,0.0005484275,0.0001091163,0.00001727885,0.00038372,0.00007973667,0.9613147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02504679,"threshold_uncertainty_score":0.08378989,"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."}}