{"id":"W3150990877","doi":"10.4141/cjss10060","title":"Vertisolic soils of Canada: Genesis, distribution, and classification","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Vertisol; Soil water; Soil science; USDA soil taxonomy; Geology; Soil classification; Grassland; Environmental science; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003181678,0.0007766449,0.0002944261,0.00629497,0.00289984,0.001879081,0.001064639,0.0002024324,0.005119259],"category_scores_gemma":[0.0006089357,0.0002760173,0.0002363503,0.01229765,0.0008295074,0.0003517315,0.0009347216,0.0004477495,0.0009253297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01955968,"about_ca_system_score_gemma":0.02694607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914395,"about_ca_topic_score_gemma":0.9965454,"domain_scores_codex":[0.9992732,0.00001758695,0.00003236587,0.00007506934,0.0004183623,0.0001834092],"domain_scores_gemma":[0.9978644,0.00003288448,0.0002214671,0.00004364529,0.001508637,0.0003289949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003176554,0.00009870045,0.55424,0.0008622902,0.0001317848,0.0006976901,0.003836371,0.0009058705,0.006033191,0.003097994,0.1029957,0.3267827],"study_design_scores_gemma":[0.00001239165,0.00001389721,0.9078324,0.000117281,0.00001633217,0.0001874023,0.001482837,0.000246549,0.0003845773,0.0001879584,0.08949158,0.00002670967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6406989,0.02636094,0.003329895,0.001667873,0.0002855622,0.0009028113,0.2224581,0.0007908153,0.1035051],"genre_scores_gemma":[0.8667373,0.01373432,0.008311563,0.0003328461,0.00004616131,0.0001593648,0.0792233,0.0001324937,0.03132259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955968,"threshold_uncertainty_score":0.141916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746481728166564,"score_gpt":0.1816869422566804,"score_spread":0.1642221249750147,"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."}}