{"id":"W3138580455","doi":"10.1111/afe.12438","title":"Estimating temperature effects on <i>Drosophila suzukii</i> life cycle parameters","year":2021,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drosophila suzukii; Biology; PEST analysis; Population; Drosophila (subgenus); Larva; Range (aeronautics); Zoology; Animal science; Ecology; Horticulture; Drosophilidae; Demography; Drosophila melanogaster","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":[0.0001550529,0.0003744394,0.0002224399,0.0004643963,0.0001379165,0.00024575,0.000206578,0.0001969015,0.0004735608],"category_scores_gemma":[0.0004280473,0.0001545142,0.0003914463,0.0003761036,0.0001235989,0.0001723236,0.0001756734,0.0002100595,0.0001897733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763233,"about_ca_system_score_gemma":0.000105429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453135,"about_ca_topic_score_gemma":0.004857265,"domain_scores_codex":[0.9998885,0.00001575137,0.00001032198,0.00004445737,0.00002704207,0.00001378216],"domain_scores_gemma":[0.9997198,0.00009644827,0.0001005028,0.00002206976,0.00004054925,0.00002070848],"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":[0.0006006939,0.0001501489,0.2139426,0.0002394028,0.000191359,0.0001061777,0.0003772503,0.003828306,0.7618201,0.00005901041,0.0001243264,0.01856071],"study_design_scores_gemma":[0.000008449584,0.000805576,0.8949553,0.000009957725,0.0001529299,0.0001993092,0.0001958464,0.004920379,0.09806129,0.0000325719,0.0006328712,0.00002560224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980201,0.0001539517,0.001077423,0.000002959187,0.00000143387,0.00001653414,0.0003872558,0.00001343893,0.0003269789],"genre_scores_gemma":[0.9951667,0.0002080071,0.003139664,0.00001265656,0.000001956086,0.000054814,0.001179293,0.00001142717,0.0002256878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003453135,"threshold_uncertainty_score":0.006866097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008426021981539893,"score_gpt":0.2124914752529047,"score_spread":0.2040654532713649,"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."}}