{"id":"W2970005230","doi":"10.1139/er-2018-0070","title":"Managing risks to Canada’s boreal zone: transdisciplinary thinking in pursuit of sustainability<sup>1</sup>","year":2019,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; Dalhousie University; University of Saskatchewan; Western University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Ministry of Environment","keywords":"Boreal; Sustainability; Climate change; Taiga; Environmental resource management; Natural resource economics; Environmental science; Geography; Ecology; Economics; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007906659,0.0003933588,0.0006221022,0.00002244852,0.0001095437,0.0000172677,0.0007745651,0.00009874698,0.001339323],"category_scores_gemma":[0.00001681319,0.000370632,0.0001593865,0.0002637411,0.0002030779,0.0002106817,0.0007007298,0.0003093936,0.0002880049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919995,"about_ca_system_score_gemma":0.00003701616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1070837,"about_ca_topic_score_gemma":0.03399334,"domain_scores_codex":[0.9968191,0.0001643437,0.0008000852,0.0007359713,0.0008233368,0.0006571329],"domain_scores_gemma":[0.9988185,0.00005044509,0.0001877771,0.0006972674,4.04726e-7,0.0002455763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006897371,0.0003005273,0.6017944,0.00009937732,0.00001521205,0.00004248031,0.004886641,0.2544673,0.0005290998,0.00001836691,0.0005577696,0.1372199],"study_design_scores_gemma":[0.001037751,0.0003636596,0.8329318,0.0001795739,0.00005863897,0.00001661513,0.0118223,0.01507295,0.0001330494,0.001231597,0.1360808,0.001071291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901884,0.0007872346,0.001262164,0.0008768775,0.00007277314,0.001831058,0.000008706086,0.00001502185,0.004957735],"genre_scores_gemma":[0.9916032,0.00114284,0.004097356,0.0008249583,0.00001879731,0.00008200049,0.00002335364,0.0000484089,0.002159117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2393943,"threshold_uncertainty_score":0.9998746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008086172219309188,"score_gpt":0.2334124186113534,"score_spread":0.2253262463920442,"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."}}