{"id":"W4406535917","doi":"10.3956/2024-100.4.394","title":"Documenting genetic variance for an extended phenotype of the gallmaker Eurosta solidaginis (Fitch, 1855) (Diptera: Tephritidae): A selection experiment in the field","year":2024,"lang":"en","type":"article","venue":"The Pan-Pacific Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tephritidae; Selection (genetic algorithm); Biology; Field (mathematics); Phenotype; Evolutionary biology; Zoology; Computer science; Artificial intelligence; Genetics; Botany; Mathematics; PEST analysis; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004546725,0.000135942,0.0001273965,0.00001495259,0.0003107662,0.0002157489,0.0004255698,0.00006139462,0.0001313761],"category_scores_gemma":[0.00005820454,0.00003980089,0.0001366711,0.0003069944,0.00007404082,0.00008746555,0.00004514577,0.0002097584,0.000008327979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553082,"about_ca_system_score_gemma":0.00001289396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244105,"about_ca_topic_score_gemma":0.001130354,"domain_scores_codex":[0.99878,0.0002506679,0.0002603911,0.0002645809,0.0001688174,0.0002755359],"domain_scores_gemma":[0.9990771,0.0006382868,0.00008305829,0.0001392709,0.00004382803,0.00001847886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003107859,0.0004947386,0.002522012,0.00004450474,0.0001074891,0.00001456931,0.005861415,0.00007005169,0.8723066,0.01193953,0.004741278,0.101587],"study_design_scores_gemma":[0.002239302,0.006981746,0.3387479,0.0008268046,0.0006035059,0.0008594697,0.03940233,0.02537513,0.1794467,0.03227159,0.371099,0.002146442],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871343,0.000849589,0.0002878268,0.005593051,0.0007480512,0.000864949,0.00005335502,0.00006196531,0.004406925],"genre_scores_gemma":[0.9981952,0.0000416166,0.00004749804,0.0005092792,0.0002453376,0.0001884722,0.00001157358,0.000001973034,0.0007590679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6928599,"threshold_uncertainty_score":0.2390194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661764830844482,"score_gpt":0.2736127915575893,"score_spread":0.2569951432491445,"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."}}