{"id":"W4309576283","doi":"10.5558/tfc2022-007","title":"Warning: Natural and Managed Forests are Losing their Capacity to Mitigate Climate Change","year":2022,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Climate change; Natural (archaeology); Environmental science; Natural forest; Environmental resource management; Business; Natural resource economics; Agroforestry; Geography; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003544401,0.0001693268,0.0001243529,0.00003678707,0.0009519548,0.00006359481,0.0004541983,0.00002233473,0.0008718183],"category_scores_gemma":[0.00001355639,0.0001258332,0.00005351614,0.0002948178,0.0001980779,0.0002183507,0.00149751,0.0002827657,0.0002937661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166842,"about_ca_system_score_gemma":0.000003121599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006662535,"about_ca_topic_score_gemma":0.001074872,"domain_scores_codex":[0.9986863,0.00009547719,0.0001334539,0.0002910553,0.000253297,0.0005404377],"domain_scores_gemma":[0.9994132,0.00003684285,0.00008662503,0.000358907,0.000002558942,0.0001018444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002551368,0.0001884123,0.8763778,0.0001540583,0.00008617395,0.00008146652,0.0192667,0.01996735,0.001641414,0.008310873,0.04390955,0.02976111],"study_design_scores_gemma":[0.0005914671,0.0001663948,0.9150689,0.00002865904,0.00002703946,0.00003213885,0.0004155244,0.0277785,0.000254334,0.002696389,0.0525535,0.0003872018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928135,0.0001647364,0.000003716121,0.003135524,0.0001658998,0.0004887323,0.0000268826,0.00007858306,0.003122423],"genre_scores_gemma":[0.9976045,0.00001478896,0.0000384482,0.001306592,0.0001198556,0.0001211622,0.000007454115,0.00002407053,0.0007631042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03869108,"threshold_uncertainty_score":0.9545798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284515733881514,"score_gpt":0.2333550289231229,"score_spread":0.2105098715843078,"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."}}