{"id":"W2949030061","doi":"10.17516/1997-1370-0417","title":"Economic Consequences of Insect Pests Outbreaks in Boreal Forests: A Literature Review","year":2019,"lang":"en","type":"review","venue":"Journal of Siberian Federal University Humanities & Social Sciences","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Taiga; Outbreak; Ecology; Geography; Boreal; Distribution (mathematics); Range (aeronautics); Natural resource economics; Biology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007895281,0.0007930124,0.001380135,0.006224813,0.0003651532,0.001306828,0.0008121298,0.0008354229,0.003896904],"category_scores_gemma":[0.001770535,0.0003146074,0.0009894482,0.006934707,0.000379069,0.001351332,0.0005528271,0.0006747259,0.0004579548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007846817,"about_ca_system_score_gemma":0.002623001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873551,"about_ca_topic_score_gemma":0.007230378,"domain_scores_codex":[0.9996991,0.00004657366,0.00007745738,0.00004926585,0.0001074079,0.00002029496],"domain_scores_gemma":[0.998543,0.0009360777,0.0002447568,0.00001878158,0.0002094608,0.00004794855],"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":[0.00007836005,0.00009015557,0.001281219,0.1292841,0.0003838383,0.0003362148,0.0002418494,0.0005120187,0.0004906923,0.00234437,0.01769257,0.8472646],"study_design_scores_gemma":[0.00003207917,0.0002322009,0.01544568,0.1449271,0.002787337,0.003725322,0.0007909974,0.0003729881,0.0006031397,0.002957062,0.8280445,0.00008155365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000276473,0.9989907,0.00004273401,0.000146645,0.00005783042,0.000004972894,0.0000350462,0.000003227972,0.0004423525],"genre_scores_gemma":[0.001042263,0.9986487,0.00009912172,0.00005321845,0.00004573843,0.000003573055,0.00002592676,5.51241e-7,0.00008088868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006224813,"threshold_uncertainty_score":0.01303643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242629839505332,"score_gpt":0.2759212910694382,"score_spread":0.2334949926743849,"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."}}