{"id":"W2118731908","doi":"10.1111/j.1365-2486.2005.00946.x","title":"Climate change and the fate of cereal aphids in Southern Britain","year":2005,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Climate change; Temperate climate; Abundance (ecology); Ecology; Aphid; Environmental science; Population; Agriculture; Baseline (sea); Greenhouse gas; Agronomy; Geography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000278097,0.0003032505,0.0002578643,0.0002612548,0.0002724552,0.0007260983,0.0002551847,0.0005454511,0.001615188],"category_scores_gemma":[0.0006368961,0.0002048029,0.0003272107,0.0003247506,0.0003559888,0.0004116589,0.0004575173,0.0002944609,0.000233733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417116,"about_ca_system_score_gemma":0.0003180038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07819624,"about_ca_topic_score_gemma":0.03722347,"domain_scores_codex":[0.9999076,0.00003775665,0.000004126045,0.00001594142,0.00001311791,0.00002138137],"domain_scores_gemma":[0.9998615,0.00004492147,0.00002752155,0.00001273127,0.00002976059,0.00002348258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005784456,0.00007515711,0.2280452,0.0001609585,0.000188683,0.0009452632,0.0005188032,0.7354926,0.01960895,0.002912618,0.002054817,0.009418483],"study_design_scores_gemma":[0.0002821122,0.0003896997,0.5197724,0.00005822018,0.0001094733,0.0002727548,0.0008045383,0.4654841,0.002222104,0.00429879,0.006207331,0.00009859425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976922,0.0001309998,0.0003099822,0.0001920149,0.000006335203,0.000004031165,0.000258992,0.00002063989,0.001384887],"genre_scores_gemma":[0.9994404,0.0000846537,0.00006218166,0.00001431122,0.00000148828,0.000002750392,0.0001391575,0.000003015309,0.0002520541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07819624,"threshold_uncertainty_score":0.1554822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283020531385546,"score_gpt":0.2453147461279857,"score_spread":0.2024845408141303,"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."}}