{"id":"W4213018503","doi":"10.1371/journal.pone.0252911","title":"Climate sensitivity of the complex dynamics of the green spruce aphid—Spruce plantation interactions: Insight from a new mechanistic model","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Wilfrid Laurier University","keywords":"Aphid; Infestation; Thinning; Environmental science; Agronomy; Myzus persicae; Phloem; Population; Climate change; Biology; Ecology; Botany; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000345102,0.0004915979,0.0005431871,0.0002788156,0.0003730413,0.0008488338,0.000812561,0.001040797,0.002287139],"category_scores_gemma":[0.0006743104,0.0003600753,0.0009576055,0.000211349,0.0005959867,0.0008407135,0.0007854755,0.0006027837,0.0001696285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008210314,"about_ca_system_score_gemma":0.0009013347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268674,"about_ca_topic_score_gemma":0.008211138,"domain_scores_codex":[0.9999086,0.00003088899,0.000005034032,0.00002063573,0.0000142507,0.00002060887],"domain_scores_gemma":[0.9997266,0.0001377989,0.00006514363,0.00001810425,0.00002718827,0.00002518176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001686205,0.00002381841,0.001804343,0.00002524267,0.00002668991,0.00007609618,0.00003721102,0.9861281,0.002181108,0.008612393,0.0001949543,0.000873286],"study_design_scores_gemma":[0.000008441534,0.0000122411,0.0009425425,0.000002404878,0.00001047266,0.00001822891,0.00001213928,0.9966144,0.00008404675,0.001995486,0.0002933467,0.000006248931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7505241,0.0006169395,0.2188304,0.001441282,0.00006652819,0.00008026095,0.001003814,0.0002285877,0.02720799],"genre_scores_gemma":[0.9898414,0.0002812495,0.005010699,0.0000769837,0.00002701645,0.00006419691,0.0001315169,0.0000269625,0.00453998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268674,"threshold_uncertainty_score":0.02522576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563538052850047,"score_gpt":0.2118967398867574,"score_spread":0.1662613593582569,"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."}}