{"id":"W4403197822","doi":"10.1111/1365-2664.14801","title":"Climate change may make pine wilt disease more prevalent","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Guelph","funders":"China Scholarship Council","keywords":"Wilt disease; Climate change; Ecology; Geography; Biology; Agroforestry; Botany","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":[0.0002679957,0.0003880151,0.0001952276,0.0002296678,0.0002161058,0.0007492026,0.0003517389,0.0004313271,0.003826548],"category_scores_gemma":[0.0007963409,0.0001566734,0.0006839393,0.0004119339,0.0001718061,0.0006750614,0.0003082085,0.0003966092,0.0002335176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006765775,"about_ca_system_score_gemma":0.0005913667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02745086,"about_ca_topic_score_gemma":0.02405665,"domain_scores_codex":[0.999872,0.00004555214,0.00000724266,0.00003561316,0.00002043162,0.00001919796],"domain_scores_gemma":[0.9997916,0.00004239953,0.00004920988,0.00001731287,0.00006899208,0.00003056718],"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":[0.00009801731,0.0000555133,0.1184282,0.0002102049,0.0001527933,0.0002920976,0.00006577679,0.8564517,0.003632498,0.002865192,0.00187118,0.01587677],"study_design_scores_gemma":[0.00004687758,0.000121284,0.1267056,0.00006967277,0.0001542415,0.0001180983,0.000381037,0.8594993,0.001683,0.004366841,0.00678508,0.00006909339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646868,0.0007478378,0.01956578,0.001150771,0.0002412419,0.00003777061,0.003787288,0.000328018,0.009454618],"genre_scores_gemma":[0.9966053,0.0002193737,0.002071589,0.00003692274,0.0000189726,0.000009100317,0.0006471654,0.00001424929,0.0003773489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745086,"threshold_uncertainty_score":0.05458218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165914522884946,"score_gpt":0.2463143373146185,"score_spread":0.2346551920857691,"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."}}