{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007406013,0.0001285268,0.0000809671,0.0002149115,0.000130268,0.0001275085,0.00008076475,0.0001054462,0.0004831142],"category_scores_gemma":[0.0001303634,0.00005595809,0.0000946193,0.00009549056,0.00006169342,0.000165893,0.00007823433,0.0001082253,0.00008506099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904088,"about_ca_system_score_gemma":0.0001374917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971315,"about_ca_topic_score_gemma":0.002257749,"domain_scores_codex":[0.9999589,0.000007337483,0.000003654196,0.00001385588,0.000007808624,0.00000837192],"domain_scores_gemma":[0.999887,0.00001954343,0.00003534882,0.000005273359,0.00003175245,0.00002105896],"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":[0.0006818376,0.0002364663,0.06495816,0.00009952125,0.00002573449,0.0001218555,0.00009810257,0.0003384931,0.9105626,0.00008171933,0.0002497101,0.02254579],"study_design_scores_gemma":[0.00002484816,0.003408617,0.7193649,0.00001566426,0.00007691903,0.0004719145,0.0001936492,0.005213395,0.2678151,0.00005943871,0.003336943,0.00001853901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989086,0.0002991333,0.0001257823,0.00001014185,0.000002619326,0.000006943824,0.0001326786,0.000005716858,0.0005083043],"genre_scores_gemma":[0.9984095,0.0002015,0.0003431783,0.00001883292,0.000002342496,0.00001268011,0.000380863,0.000001897161,0.0006292044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001971315,"threshold_uncertainty_score":0.003919661,"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."}}