{"id":"W3210060098","doi":"10.3390/su132111679","title":"Correlating Genetically Modified Crops, Glyphosate Use and Increased Carbon Sequestration","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada First Research Excellence Fund","keywords":"Carbon sequestration; Tillage; Glyphosate; Environmental science; Soil carbon; No-till farming; Weed control; Agronomy; Conventional tillage; Cropping; Agroforestry; Sustainability; Agriculture; Soil water; Soil fertility; Biology; Ecology; Soil science; Carbon dioxide","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571197,0.0001156481,0.0001356883,0.000005554831,0.000127633,0.0001279341,0.00005778671,0.0001110528,0.00002102012],"category_scores_gemma":[0.001296848,0.00005542941,0.00004974545,0.0002164109,0.00009792119,0.00009068345,0.00007978467,0.0001254504,4.273042e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448895,"about_ca_system_score_gemma":0.00009346932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006613099,"about_ca_topic_score_gemma":0.002383434,"domain_scores_codex":[0.9988816,0.000207866,0.0001912131,0.0003327458,0.0001461075,0.0002404471],"domain_scores_gemma":[0.9989425,0.000250794,0.00004616131,0.00008592362,0.0005524465,0.0001221775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009601978,0.0001303339,0.8698671,0.00004283664,0.00001570368,0.00008361176,0.0001556738,0.00005742155,0.09239495,0.004280209,0.000005318401,0.03287076],"study_design_scores_gemma":[0.0001378026,0.00007797626,0.9675663,0.000004286507,0.00001601403,0.00001161138,0.0003801221,0.02073088,0.00248576,0.008374079,0.00006314221,0.0001520272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987297,0.0001030349,0.000005132332,0.0006182457,0.00004307222,0.0001760823,0.00001048581,0.00006873142,0.000245515],"genre_scores_gemma":[0.9995357,0.0000120806,0.0001339663,0.0001234701,0.00005170191,0.00000964258,0.00005476286,0.000001011372,0.00007759924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09769913,"threshold_uncertainty_score":0.9997072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575531501251298,"score_gpt":0.2242384806882022,"score_spread":0.2084831656756892,"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."}}