{"id":"W2078842492","doi":"10.1080/01448765.2007.9755043","title":"Aphid Infestation in Field Grown Lettuce and Biological Control with Entomopathogenic Fungi (<i>Deuteromycotina: Hyphomycetes</i>)","year":2007,"lang":"en","type":"article","venue":"Biological Agriculture & Horticulture","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Biology; Macrosiphum euphorbiae; Aphid; Imidacloprid; Biological pest control; Horticulture; Population; Veterinary medicine; Aphididae; PEST analysis; Agronomy; Pesticide; Homoptera","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008656078,0.0006637641,0.0007423137,0.0000414685,0.0002738967,0.0001451431,0.0004884382,0.0009188525,0.0001798194],"category_scores_gemma":[0.0003134061,0.0002040376,0.0001990672,0.0009547161,0.0002069285,0.0002218675,0.0001470944,0.0007688747,0.00003866525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009339347,"about_ca_system_score_gemma":0.00001150429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013559,"about_ca_topic_score_gemma":0.001635013,"domain_scores_codex":[0.9963013,0.0002908664,0.0007789599,0.001131866,0.0004008933,0.001096109],"domain_scores_gemma":[0.9981211,0.0008162952,0.0003072413,0.0001476255,0.0002218972,0.0003858093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003572125,0.0002927019,0.1602831,0.000008020334,0.00003692884,0.0002134126,0.0001333926,0.000003760502,0.8201788,0.0005633399,0.0003703645,0.0175589],"study_design_scores_gemma":[0.001380905,0.001954104,0.9588267,0.00006473872,0.00005517823,0.0005330417,0.0005220783,0.000005652505,0.02307179,0.000258377,0.01252521,0.0008022541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938152,0.002420128,0.000203917,0.001620794,0.0001453383,0.001092111,0.00009341107,0.0002638521,0.0003452068],"genre_scores_gemma":[0.9952785,0.0004886573,0.0006488856,0.002598138,0.0005682355,0.00008680125,0.0002341072,0.000004104835,0.00009258412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7985435,"threshold_uncertainty_score":0.832041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00658363483363963,"score_gpt":0.1884247278812896,"score_spread":0.18184109304765,"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."}}