{"id":"W4324027288","doi":"10.1101/2023.03.12.532303","title":"The effects of LED daylength extensions on the fecundity of the pest aphid <i>Myzus persicae</i> and the daily activity patterns of its parasitoid, <i>Aphidius matricariae</i>","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Myzus persicae; Braconidae; Biology; Aphid; Fecundity; Biological pest control; photoperiodism; Aphididae; PEST analysis; Parasitoid; Horticulture; Botany; Homoptera; Population","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":[0.00007983363,0.0002626071,0.0001327983,0.00008491868,0.000096084,0.0001635823,0.0001243269,0.0001369564,0.0009749556],"category_scores_gemma":[0.0002118969,0.0001084724,0.0002306927,0.00005844405,0.0001332734,0.0001238394,0.0001907731,0.0004308428,0.00009500943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030415,"about_ca_system_score_gemma":0.00008597638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009453605,"about_ca_topic_score_gemma":0.0018526,"domain_scores_codex":[0.9999317,0.00001582754,0.000006095957,0.00001837307,0.00001404347,0.00001397297],"domain_scores_gemma":[0.999709,0.00009443071,0.00008036801,0.00002487518,0.00002399667,0.00006740824],"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":[0.001579845,0.0001621874,0.00788716,0.00004766872,0.00002855211,0.00004407308,0.00006074102,0.0002500503,0.9866693,0.00002331118,0.0000561301,0.003190943],"study_design_scores_gemma":[0.00007341371,0.006255964,0.5116674,0.00001457055,0.0001017585,0.0001439556,0.0002382134,0.00248487,0.4772145,0.00005770276,0.001713608,0.00003413221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995597,0.00006682338,0.00009100893,0.000007711996,0.000003509244,0.000003313941,0.0000788526,0.000007214027,0.0001818153],"genre_scores_gemma":[0.9988979,0.00005810914,0.0003775154,0.00002309677,0.000002919152,0.00001715954,0.0001657489,0.000004352072,0.0004530353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009749556,"threshold_uncertainty_score":0.003261566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039794546391689,"score_gpt":0.1948113313853948,"score_spread":0.1744133859214779,"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."}}