{"id":"W2604606916","doi":"10.7717/peerj.3192","title":"The impacts of climate change on the abundance and distribution of the Spotted Wing Drosophila (<i>Drosophila suzukii</i>) in the United States and Canada","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Laurentian University","funders":"","keywords":"Drosophila suzukii; Population; Climate change; Abundance (ecology); Wing; Range (aeronautics); Ecology; Drosophila (subgenus); Representative Concentration Pathways; Biology; Global warming; Climate model; Drosophilidae; Demography; Drosophila melanogaster","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002801709,0.0002944595,0.0002022916,0.0004444217,0.001077563,0.0009639128,0.0005773574,0.0003947678,0.001627237],"category_scores_gemma":[0.001265337,0.0001684512,0.0005626415,0.0005535139,0.0005074102,0.0004581749,0.0004510406,0.0004332493,0.0001095366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056352,"about_ca_system_score_gemma":0.006766795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510611,"about_ca_topic_score_gemma":0.9544686,"domain_scores_codex":[0.9998125,0.00001965639,0.000007058903,0.00003963741,0.00005034982,0.00007080616],"domain_scores_gemma":[0.9995643,0.00007875159,0.0000486877,0.00001393508,0.0001925873,0.0001016342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002293879,0.00007348303,0.8520517,0.0001148149,0.0002767989,0.0004936606,0.000469932,0.119552,0.004456323,0.001479221,0.004492168,0.01631054],"study_design_scores_gemma":[0.00005074842,0.00006515835,0.8725333,0.00005338563,0.0001691854,0.0001252077,0.001927058,0.1179348,0.001292725,0.000548801,0.005229627,0.00006993717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936914,0.0005159499,0.0003792594,0.0004286481,0.00003145025,0.00001346745,0.001210224,0.00003101713,0.003698645],"genre_scores_gemma":[0.9985299,0.0003292609,0.0002007396,0.0000442057,0.000002909685,0.000003406775,0.0004697836,0.000007247991,0.0004126164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04893893,"threshold_uncertainty_score":0.09845424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210004381088089,"score_gpt":0.2355395058534927,"score_spread":0.2145390677446838,"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."}}