{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779311,0.00005030898,0.00008164976,0.00009007969,0.00009323956,0.00001563848,0.0001773534,0.00002562514,0.00001205042],"category_scores_gemma":[0.00006472929,0.0000457815,0.00001246722,0.0003283178,0.0002024464,0.0001771571,0.000003028958,0.000074483,5.371793e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140406,"about_ca_system_score_gemma":0.002681362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3852799,"about_ca_topic_score_gemma":0.8227696,"domain_scores_codex":[0.9994306,0.000005317134,0.0001724454,0.00005412082,0.0001343606,0.000203175],"domain_scores_gemma":[0.99924,0.00000722221,0.00005191926,0.00007425617,0.0001900695,0.0004364794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000415955,0.00004243448,0.6651126,0.00025951,0.0001729106,0.000356919,0.01033026,0.01083433,0.05890395,0.01465266,0.06317694,0.1761159],"study_design_scores_gemma":[0.00008587648,0.00001922537,0.9842729,0.00002856837,0.000008286936,0.00006589483,0.0001748011,0.004701875,0.009401686,0.0001289956,0.001034014,0.00007790533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970527,0.0007543726,0.0001909566,0.00006169492,0.0003702807,0.00001546428,0.00001611264,0.000003337873,0.001535098],"genre_scores_gemma":[0.9998308,0.00005037254,0.00006258908,0.00001656621,0.00002569345,3.11082e-7,6.113553e-7,0.000003393028,0.000009620319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374897,"threshold_uncertainty_score":0.6188136,"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."}}