{"id":"W4205104386","doi":"10.5558/tfc2021-030","title":"Economic impacts of partial harvesting: Mitigating mid-term timber supply shortages as a result of pest outbreaks","year":2021,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Economic shortage; Outbreak; Geography; Spruce budworm; Logging; Environmental science; Agroforestry; Economic impact analysis; Forestry; PEST analysis; Business; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001053363,0.0002751209,0.000230418,0.0006790225,0.0009897641,0.001372801,0.0008285547,0.0006908334,0.006622792],"category_scores_gemma":[0.001238875,0.0001079347,0.0002097284,0.0005219188,0.0003624399,0.0006077089,0.001151785,0.0005027851,0.0003459662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356058,"about_ca_system_score_gemma":0.005198516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1088678,"about_ca_topic_score_gemma":0.3654451,"domain_scores_codex":[0.9995615,0.00007836232,0.00001118669,0.00001779257,0.0000879193,0.0002432139],"domain_scores_gemma":[0.9989533,0.0001518027,0.0002027822,0.00002980445,0.0003166714,0.000345573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001513227,0.002810263,0.177995,0.001419549,0.0002144689,0.002022028,0.00172831,0.0402022,0.0217764,0.01223239,0.06592912,0.672157],"study_design_scores_gemma":[0.00009065211,0.002146533,0.8664023,0.000791523,0.0001666588,0.00043758,0.006172912,0.02271827,0.002999814,0.005472575,0.09254192,0.00005922604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550731,0.005501128,0.005105531,0.01363395,0.0002750487,0.0004984845,0.001002631,0.0001338549,0.1187764],"genre_scores_gemma":[0.9860227,0.002737991,0.001963142,0.0009389399,0.00006984082,0.00004775557,0.0002937676,0.000009784896,0.007916094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088678,"threshold_uncertainty_score":0.2164683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237852652734492,"score_gpt":0.2581223571392562,"score_spread":0.2457438306119113,"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."}}