{"id":"W2332495559","doi":"10.5558/tfc2013-010","title":"Re-examining wood supply in light of future spruce budworm outbreaks: A case study in New Brunswick","year":2013,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick; University of New Brunswick","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service","keywords":"Spruce budworm; Choristoneura fumiferana; Outbreak; PEST analysis; Environmental science; Agroforestry; Geography; Forestry; Biology; Tortricidae; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006209935,0.0005254423,0.0002506499,0.000473244,0.00112702,0.0009119201,0.001474379,0.0006837738,0.001416457],"category_scores_gemma":[0.001243357,0.00027176,0.0005108555,0.0009543966,0.0007028764,0.0004898856,0.0006443141,0.0007500823,0.00009527408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01486352,"about_ca_system_score_gemma":0.004847339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.855427,"about_ca_topic_score_gemma":0.9579641,"domain_scores_codex":[0.9996884,0.00008916877,0.00001300925,0.0000388066,0.00004111133,0.0001295709],"domain_scores_gemma":[0.9992326,0.0003276326,0.0001397767,0.00005246617,0.0001344569,0.0001130867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005700226,0.0008980603,0.6895924,0.0001945265,0.0002953129,0.01820472,0.002049242,0.246094,0.009673948,0.003141158,0.002596585,0.02669016],"study_design_scores_gemma":[0.0002914245,0.0006940071,0.6376541,0.0001408346,0.0003024501,0.001264383,0.02342077,0.3197751,0.006481182,0.002080417,0.007720472,0.0001748826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974075,0.00007716207,0.0004054975,0.0001651604,0.000004526515,0.00005932209,0.0002753678,0.00001008358,0.001595388],"genre_scores_gemma":[0.9973875,0.0001503312,0.001141007,0.0000546838,0.000002336748,0.00002432868,0.0002721531,0.000005799684,0.0009617253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144573,"threshold_uncertainty_score":0.2908487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455948052122777,"score_gpt":0.2270865594964465,"score_spread":0.2176306114443237,"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."}}