{"id":"W2135091600","doi":"10.1890/1540-9295(2003)001[0130:atiogw]2.0.co;2","title":"Assessing the impacts of global warming on forest pest dynamics","year":2003,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":830,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"National Science Foundation","keywords":"PEST analysis; Environmental science; Global warming; Ecology; Climate change; Agroforestry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205507,0.0003388186,0.0008810211,0.0000389483,0.0002665868,0.00002017459,0.0004754969,0.0003182506,0.0001377483],"category_scores_gemma":[0.00005057319,0.0001887609,0.0001806923,0.0001578873,0.001764182,0.00008194696,0.0003979883,0.0004573815,0.00005916923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092108,"about_ca_system_score_gemma":0.00002441845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005455473,"about_ca_topic_score_gemma":0.0005709288,"domain_scores_codex":[0.9978347,0.0006751236,0.0004958978,0.0004060243,0.0001685967,0.0004196323],"domain_scores_gemma":[0.9987922,0.0002913214,0.0004102946,0.0004543662,8.081614e-7,0.00005097751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006795389,0.0005244659,0.3185674,0.0009653086,0.0005174727,0.00006751473,0.0002334651,0.004167208,3.048811e-8,0.01713495,0.003959495,0.6537948],"study_design_scores_gemma":[0.001823747,0.0003037335,0.237457,0.0006423097,0.001123566,0.00008229039,0.0004947662,0.001378699,1.310728e-7,0.01683045,0.7392305,0.0006328254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0125217,0.9704754,0.0009590116,0.0003205171,0.002041462,0.002567685,0.00002448101,0.00001433911,0.01107545],"genre_scores_gemma":[0.03387634,0.9648969,0.0004830303,0.000274048,0.00001733653,0.0001749824,0.00001577668,0.00001957178,0.0002420425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.735271,"threshold_uncertainty_score":0.7697446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873326636451037,"score_gpt":0.2518085575216761,"score_spread":0.2430752911571657,"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."}}