{"id":"W2008722542","doi":"10.1139/x2012-030","title":"Risk, knowledge, and trust in managing forest insect disturbance","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service","keywords":"Mountain pine beetle; Dendroctonus; Risk perception; Business; Perception; Risk management; Environmental resource management; Disturbance (geology); Forest management; Public trust; Government (linguistics); Scale (ratio); Geography; Public relations; Forestry; Psychology; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002649319,0.0001081805,0.0001864207,0.0006513663,0.0012256,0.002082514,0.0003110375,0.0005117535,0.001567028],"category_scores_gemma":[0.01113323,0.0001794072,0.0001670306,0.0005450906,0.001853976,0.0007604376,0.0008320691,0.00090356,0.00008030872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539127,"about_ca_system_score_gemma":0.00281808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2301159,"about_ca_topic_score_gemma":0.3028632,"domain_scores_codex":[0.99829,0.000555708,0.00006047131,0.0001055879,0.0006629663,0.0003252266],"domain_scores_gemma":[0.9878198,0.004029954,0.004658073,0.0003908795,0.001304789,0.001796513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009730879,0.0002259319,0.9706413,0.00002295321,0.00004690867,0.0001586892,0.0137077,0.0002809688,0.0002754387,0.0004431305,0.000256937,0.01384262],"study_design_scores_gemma":[0.000004196061,0.00005839574,0.987137,0.00002561448,0.00001734988,0.00006508412,0.01111061,0.0005579299,0.0000539256,0.0003155288,0.0006427016,0.00001168398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977258,0.0001088497,0.0001095184,0.0002564991,0.00000237615,0.000003941835,0.000009414632,0.000001455873,0.001782185],"genre_scores_gemma":[0.9997751,0.00004409647,0.00004241824,0.00001447072,0.000001310189,0.000001224995,0.000006100772,3.989491e-7,0.0001149452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987744,"threshold_uncertainty_score":0.457553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891145160155471,"score_gpt":0.2859172248854679,"score_spread":0.2570057732839132,"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."}}