{"id":"W4210533237","doi":"10.1111/eea.13152","title":"Development cycle of a potential biocontrol agent: the American hoverfly, <i>Eupeodes americanus</i>, and comparison with the commercial biocontrol agent <i>Aphidoletes aphidimyza</i>","year":2022,"lang":"en","type":"article","venue":"Entomologia Experimentalis et Applicata","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Montréal","keywords":"Biology; Cecidomyiidae; Myzus persicae; Midge; Biological pest control; Aphid; Aphididae; Hatching; Botany; Larva; Ecology; PEST analysis; Homoptera","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006673552,0.0002922775,0.0004439799,0.00002950433,0.001031141,0.0001125922,0.0009551963,0.00003413315,0.0002277878],"category_scores_gemma":[0.00001181039,0.0001023413,0.0001126114,0.0005941655,0.001001877,0.00005780964,0.0007769105,0.0003510659,0.000007411455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006979159,"about_ca_system_score_gemma":0.00003117749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877251,"about_ca_topic_score_gemma":0.000430403,"domain_scores_codex":[0.9974118,0.0005067274,0.0003700318,0.0004796529,0.0007030952,0.00052867],"domain_scores_gemma":[0.9987648,0.0004720189,0.0003706891,0.0002299316,0.00004183223,0.0001207833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001054117,0.000796713,0.009823276,0.000009983872,0.0002285971,0.0000174731,0.002873293,0.0001239753,0.9370696,0.0007526799,0.004907389,0.04234289],"study_design_scores_gemma":[0.002885288,0.004406061,0.07616864,0.00002502395,0.0001816832,0.0001450984,0.04233542,0.001065082,0.8080161,0.0001799603,0.06320179,0.00138986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913059,0.0009773906,0.0000613758,0.005994244,0.00004249145,0.001177337,0.0001924611,0.00005246153,0.0001962943],"genre_scores_gemma":[0.9961283,0.00006234668,0.0001697639,0.002143379,0.00009666368,0.001193298,0.0001748096,0.000005475204,0.00002602759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290535,"threshold_uncertainty_score":0.7930811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212586807131142,"score_gpt":0.2784018905229779,"score_spread":0.2571432098098637,"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."}}