{"id":"W2969233575","doi":"","title":"Land Degradation : IPCC Special Report on Climate Change, Desertification, Land 5 Degradation, Sustainable Land Management, Food Security, and 6 Greenhouse gas fluxes in Terrestrial Ecosystems","year":2019,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Desertification; Land degradation; Environmental science; Climate change; Greenhouse gas; Land management; Land use; Land use, land-use change and forestry; Sustainable land management; Ecosystem; Environmental degradation; Environmental resource management; Ecology","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":[0.003170323,0.003930862,0.001450214,0.004579854,0.0006119463,0.002622901,0.001422876,0.002294227,0.004923057],"category_scores_gemma":[0.002777708,0.0008215177,0.001742104,0.00827019,0.0006479742,0.002004116,0.002025487,0.002502257,0.001245971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003330756,"about_ca_system_score_gemma":0.009313717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08485206,"about_ca_topic_score_gemma":0.04401056,"domain_scores_codex":[0.9986934,0.00022213,0.000121703,0.00009751957,0.0006490331,0.0002162634],"domain_scores_gemma":[0.9974292,0.0003254135,0.0005100268,0.0001565992,0.001326609,0.0002522565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006301717,0.0002484194,0.01230591,0.003541509,0.0004523404,0.0002584691,0.0002662829,0.00840525,0.001272167,0.00504171,0.9046594,0.06291842],"study_design_scores_gemma":[0.0001779913,0.00016861,0.1040758,0.002296967,0.0007497082,0.0002343522,0.0005517781,0.003581136,0.005604083,0.006928885,0.8754957,0.0001348352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.05249405,0.2039164,0.01414168,0.05271342,0.04694679,0.001405031,0.5249664,0.003356095,0.1000601],"genre_scores_gemma":[0.2616471,0.2071391,0.02307458,0.009094205,0.01234818,0.00328842,0.4163558,0.001849659,0.06520291],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08485206,"threshold_uncertainty_score":0.1687164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325999202760409,"score_gpt":0.2081681992508357,"score_spread":0.1849082072232316,"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."}}