{"id":"W2972020684","doi":"10.1111/nph.16173","title":"Tree defence and bark beetles in a drying world: carbon partitioning, functioning and modelling","year":2019,"lang":"en","type":"review","venue":"New Phytologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Bark beetle; Ecology; Climate change; Bark (sound); Ecosystem; Tree (set theory); Vegetation (pathology); Disturbance (geology); Forest ecology; Biogeochemical cycle; Biology; Environmental science","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":[0.0002107389,0.0002440899,0.0005851527,0.0001204954,0.0001094969,0.00004220549,0.0001308036,0.0001530273,0.0001438467],"category_scores_gemma":[0.00002196872,0.000221442,0.00005641066,0.000284503,0.0002294903,0.0001025208,0.0002460694,0.0002990395,0.00005407928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102838,"about_ca_system_score_gemma":0.00002429072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188878,"about_ca_topic_score_gemma":0.008124287,"domain_scores_codex":[0.9987059,0.00007671121,0.0002977824,0.0005278371,0.00009744383,0.0002943682],"domain_scores_gemma":[0.9994479,0.0001232835,0.0001643867,0.0001961365,0.000001732945,0.00006650233],"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":[0.00001932881,0.00005957895,0.01673965,0.00331509,0.00006703586,0.00005943314,0.000243685,0.008899486,0.000003581882,0.002765937,0.001221995,0.9666052],"study_design_scores_gemma":[0.0005596281,0.0001337188,0.01078227,0.004261911,0.0004486278,0.00005777373,0.00006012117,0.008842049,9.938245e-7,0.003146516,0.9708459,0.0008604919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002433667,0.9780958,0.0002537773,0.00001267929,0.000230333,0.0004981858,0.00000161098,0.00003806877,0.01843593],"genre_scores_gemma":[0.03966903,0.9572476,0.000808619,0.00005015201,0.00004464547,0.00007290079,0.00001068027,0.00001904236,0.002077389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696239,"threshold_uncertainty_score":0.9030141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037821134220004,"score_gpt":0.2779382170965776,"score_spread":0.2275600057543775,"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."}}