{"id":"W2794219362","doi":"10.1002/ece3.3849","title":"Nutritional geometry and fitness consequences in <i>Drosophila suzukii,</i> the Spotted‐Wing Drosophila","year":2018,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drosophila suzukii; Drosophila (subgenus); Biology; Wing; Offspring; Larva; Ecology; Zoology; Ripening; Drosophilidae; Drosophila melanogaster; Botany; Genetics","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":[0.0003093647,0.0000838611,0.0001117089,0.00002143001,0.0004043839,0.00002615872,0.00008430006,0.0001409325,0.00008028148],"category_scores_gemma":[0.00003329074,0.00003380615,0.00002186033,0.0001800844,0.0006200167,0.0001073954,0.0000421189,0.0001244853,0.000005530168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002463914,"about_ca_system_score_gemma":0.000008000573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002485507,"about_ca_topic_score_gemma":0.001631656,"domain_scores_codex":[0.9993424,0.00007671255,0.0001314718,0.000191838,0.00006415595,0.0001933739],"domain_scores_gemma":[0.9997015,0.0001569674,0.00004076377,0.00002858225,0.0000418092,0.00003040074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005919899,0.00005625049,0.5991472,0.000003735079,0.000004153123,0.000007061763,0.0000553048,1.413947e-7,0.3851308,0.01318667,0.0002122328,0.00213725],"study_design_scores_gemma":[0.0001455531,0.0002296942,0.9716733,0.00001046808,0.00000714815,0.00005539686,0.00008507902,0.00003137011,0.0004155987,0.02683917,0.0004256097,0.00008161309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954391,0.0002952147,6.967314e-7,0.003655073,0.0001135511,0.0001469256,0.00001548474,0.00003846999,0.0002954828],"genre_scores_gemma":[0.9990943,0.00009064311,0.00001678358,0.0004398407,0.0002762642,0.00003471565,0.00001382193,5.05868e-7,0.00003310662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847152,"threshold_uncertainty_score":0.3110235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454461074941961,"score_gpt":0.2295308620861527,"score_spread":0.2149862513367331,"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."}}