{"id":"W3014320286","doi":"10.1016/j.jenvman.2020.110254","title":"Carbon sequestration potential and soil characteristics of various land use systems in arid region","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Environmental science; Carbon sequestration; Soil carbon; Biomass (ecology); Land use; Arid; Soil water; Orchard; Agroforestry; Soil texture; Agronomy; Land use, land-use change and forestry; Forestry; Geography; Soil science; Carbon dioxide; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008448508,0.00006797627,0.0001405625,0.00001378452,0.0000148982,0.0000276291,0.00006064922,0.00003362507,0.000004174473],"category_scores_gemma":[0.000003937366,0.00003302181,0.00003474293,0.00004548422,0.0000250313,0.00007765722,0.00004327643,0.0000718099,3.498762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000348589,"about_ca_system_score_gemma":0.000001182956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001168387,"about_ca_topic_score_gemma":0.00001842517,"domain_scores_codex":[0.9993548,0.00003964559,0.0002783471,0.00008300402,0.0001684625,0.00007570397],"domain_scores_gemma":[0.9996859,0.00001327367,0.0002214041,0.00001945165,0.000004323187,0.00005562275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004466223,0.0003525629,0.7826201,0.00009664697,0.0001132883,0.0007258587,0.0002488929,0.0008787865,0.1920566,0.0001461244,0.00002730503,0.02228722],"study_design_scores_gemma":[0.0002829305,0.0003303306,0.9932382,0.00002778468,0.00003892969,0.0000376969,0.0002537556,0.005433022,0.0001543504,0.0000240184,0.0001082754,0.00007073984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994351,0.0001097249,0.000008067059,0.0002181193,0.000075314,0.00009486818,0.000007369395,0.000002595453,0.00004882463],"genre_scores_gemma":[0.9992134,0.0005882872,0.00002363436,0.00006678778,0.00008348954,8.55757e-7,0.000007184051,8.263416e-7,0.0000155632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2106181,"threshold_uncertainty_score":0.134659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215265403942966,"score_gpt":0.1692261863700963,"score_spread":0.1570735323306666,"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."}}