{"id":"W1599293190","doi":"","title":"Markets for forest products following a large disturbance: Opportunities and challenges from the mountain pine beetle outbreak in western Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Disturbance (geology); Mountain pine beetle; Outbreak; Geography; Forestry; Bark beetle; Agroforestry; Environmental science; Geology; Bark (sound); Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006190868,0.0001168298,0.000186394,0.0004539432,0.004109561,0.003628032,0.000766417,0.001027884,0.004955996],"category_scores_gemma":[0.001246457,0.0001359533,0.0001298665,0.001030983,0.001578482,0.001399897,0.0008278677,0.001238937,0.0002108079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01450125,"about_ca_system_score_gemma":0.02055762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650243,"about_ca_topic_score_gemma":0.9922588,"domain_scores_codex":[0.9995073,0.00002997278,0.000007410523,0.00002580057,0.0001283598,0.0003012295],"domain_scores_gemma":[0.9983051,0.0002393959,0.0002827418,0.00002307839,0.0005338195,0.0006157711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008465936,0.0006684386,0.7660871,0.0002081771,0.00008118807,0.006990558,0.03357688,0.001218592,0.003544685,0.009735622,0.04171133,0.1353308],"study_design_scores_gemma":[0.0000306213,0.00008166832,0.8059642,0.0001200242,0.00003020066,0.0003422214,0.1463302,0.001270657,0.0003682254,0.001229356,0.04418374,0.00004871186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680983,0.001352884,0.00006482517,0.01411625,0.00002548604,0.00002287065,0.0003734266,0.000005812346,0.0159401],"genre_scores_gemma":[0.9926785,0.001147674,0.00008149616,0.0008459129,0.00001644839,0.000003663264,0.0001517453,0.000003222741,0.005071353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03497571,"threshold_uncertainty_score":0.1052144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755642535112383,"score_gpt":0.2096995029931174,"score_spread":0.1721430776419936,"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."}}