{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226988,0.0001343425,0.00009372453,0.0004237963,0.0002546881,0.0005016568,0.0001635244,0.0002224113,0.0008281312],"category_scores_gemma":[0.0006513465,0.00005298011,0.0001777063,0.0009108667,0.000346331,0.0001462078,0.0002064111,0.0002216925,0.00006750927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413903,"about_ca_system_score_gemma":0.00326388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.664928,"about_ca_topic_score_gemma":0.8674728,"domain_scores_codex":[0.9999104,0.00001306905,0.000004577492,0.00002386101,0.00002128599,0.00002683384],"domain_scores_gemma":[0.9996046,0.00007031232,0.000141616,0.00002583371,0.00009787085,0.00005983992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007170104,0.00001511074,0.9925671,0.00001414841,0.00007655186,0.00008509913,0.00008513411,0.001667789,0.002443944,0.0002639295,0.0001021454,0.002607309],"study_design_scores_gemma":[9.512119e-7,0.00001326945,0.9982898,0.00000316547,0.00001509541,0.000031437,0.0001455949,0.0006303454,0.0003669463,0.00008904308,0.0004112247,0.000003201174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981238,0.000181587,0.00009979742,0.00005216954,0.000001497575,0.00000434153,0.000615733,0.000003382116,0.0009176552],"genre_scores_gemma":[0.9992099,0.00009108812,0.00009130851,0.00001174309,5.56138e-7,0.000001222809,0.0002460468,7.870249e-7,0.0003473903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.664928,"threshold_uncertainty_score":0.6740906,"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."}}