{"id":"W2990689710","doi":"10.1016/b978-0-444-63998-1.00005-7","title":"Boreal forests and soils","year":2019,"lang":"en","type":"book-chapter","venue":"Developments in psychiatry","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Boreal; Taiga; Environmental science; Climate change; Boreal ecosystem; Ecosystem; Biogeochemical cycle; Disturbance (geology); Carbon cycle; Physical geography; Carbon sink; Ecology; Agroforestry; Geography; Geology; Forestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002771132,0.0003926217,0.0001634189,0.0004665113,0.001524548,0.002881499,0.0003812864,0.0006193146,0.01129087],"category_scores_gemma":[0.0002612546,0.0001046762,0.00008893316,0.0008241232,0.002026236,0.002024136,0.0008868952,0.00126333,0.001138923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252488,"about_ca_system_score_gemma":0.001470359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02961787,"about_ca_topic_score_gemma":0.115037,"domain_scores_codex":[0.9998744,0.0000309523,0.000003751354,0.00002229645,0.00003660237,0.00003204708],"domain_scores_gemma":[0.9999474,0.000008151309,0.00000717684,0.000007896617,0.0000106561,0.00001876206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003230962,0.00005044029,0.001562692,0.000152289,0.00001103162,0.0001796708,0.003650144,0.000207879,0.0004620513,0.5641476,0.2038429,0.225701],"study_design_scores_gemma":[0.000001616121,0.000008133845,0.001961749,0.00005461355,0.000001939425,0.00009064917,0.0008681187,0.00001805292,0.00002428033,0.0178037,0.9791648,0.000002359212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005324391,0.08452568,0.0003241831,0.006654263,0.001807327,0.00001018633,0.00009231334,0.00004716352,0.9012145],"genre_scores_gemma":[0.2360671,0.09206275,0.001908781,0.006207791,0.002971353,0.00003128939,0.0002441927,0.00006805939,0.6604387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02961787,"threshold_uncertainty_score":0.05889094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228142690369217,"score_gpt":0.2334980379657843,"score_spread":0.2106837689288626,"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."}}