{"id":"W3125077876","doi":"10.1017/sus.2021.2","title":"Ten new insights in climate science 2020 – a horizon scan","year":2021,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; McMaster University; United Nations University Institute for Water, Environment, and Health; Fulbright Canada; Centre for Global Health Research","funders":"National Renewable Energy Laboratory; Lawrence Livermore National Laboratory; Japan Society for the Promotion of Science; Agencia Nacional de Investigación y Desarrollo; Earth League; Global Affairs Canada; Economic and Social Research Council; U.S. Department of Energy; European Commission; Biological and Environmental Research; Department for Environment, Food and Rural Affairs, UK Government; National Science Foundation; European Space Agency; Arizona State University; Fundação de Amparo à Pesquisa do Estado de São Paulo; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Met Office; Office of Science; Climate Extremes","keywords":"Climate change; Permafrost; Greenhouse gas; Equity (law); Natural resource economics; Corporate governance; Environmental resource management; Global warming; Business; Political science; Environmental science; Environmental planning; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01199426,0.001478841,0.001596645,0.006734252,0.00263702,0.01031056,0.001867769,0.005496271,0.03175339],"category_scores_gemma":[0.02459465,0.00048564,0.001432288,0.008854086,0.005044593,0.0206514,0.005864501,0.008280486,0.005059749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009879025,"about_ca_system_score_gemma":0.01594376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007518128,"about_ca_topic_score_gemma":0.008532855,"domain_scores_codex":[0.9964159,0.00147661,0.0003176108,0.0003060011,0.0009958899,0.0004880538],"domain_scores_gemma":[0.9801365,0.01385147,0.0006608476,0.0005643747,0.003183971,0.001602838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002850114,0.0001027385,0.0009819842,0.007041325,0.00008652135,0.0003107563,0.001739569,0.001814396,0.0006847158,0.2685801,0.3490693,0.3693036],"study_design_scores_gemma":[0.00001145039,0.00005034644,0.001158702,0.007834047,0.00002650165,0.00008794897,0.00275016,0.0003254893,0.0001307596,0.1223368,0.8652414,0.00004636712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001644349,0.5637951,0.003845061,0.3544098,0.03373209,0.00006996222,0.002198105,0.0002051904,0.04010034],"genre_scores_gemma":[0.0520591,0.7749249,0.01306478,0.1103647,0.03255454,0.0003513079,0.00314861,0.0003175486,0.0132147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03175339,"threshold_uncertainty_score":0.1062257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532015686117834,"score_gpt":0.3367203726464949,"score_spread":0.3014002157853166,"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."}}