{"id":"W247299404","doi":"10.1023/a:1006442824787","title":"Modeling the Hydroclimatic Disturbance of Soil Landscapes in the Southern Canadian Plains: The Problems of Scale and Place","year":2001,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Disturbance (geology); Environmental science; Resistance (ecology); Climate change; Physical geography; Vegetation (pathology); Extrapolation; Climatology; Hydrology (agriculture); Geography; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001996375,0.0000875787,0.0001047928,0.00001592378,0.0001235424,0.00001465006,0.00008926592,0.00001873042,0.000001120021],"category_scores_gemma":[0.000001923057,0.00004619494,0.00001777257,0.00003670854,0.00006187163,0.00003199605,0.0000271202,0.0001164615,2.186758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004269973,"about_ca_system_score_gemma":0.00000438469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830695,"about_ca_topic_score_gemma":0.05059988,"domain_scores_codex":[0.9994916,0.00002908384,0.0001445221,0.00008076138,0.0001202968,0.0001337646],"domain_scores_gemma":[0.9997638,0.00007337602,0.00001875097,0.0001217815,0.000001109989,0.00002119397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000216026,0.000022807,0.8279728,0.00005411599,0.00002238888,6.864984e-7,0.01068383,0.1590889,0.0002477551,0.000004988397,0.000001990495,0.001897639],"study_design_scores_gemma":[0.0003043571,0.00004038464,0.7134578,0.0001372639,0.00003006328,0.000004702786,0.03459966,0.2508896,0.0001362662,0.00009578004,0.0001770124,0.0001271585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967644,0.002571587,0.00004517598,0.0002124674,0.00004166832,0.0001461037,0.00001423282,0.000005591412,0.0001987736],"genre_scores_gemma":[0.9992625,0.0006190339,0.00003921876,0.000001877754,0.00002865263,0.00003155494,0.000001198178,0.000006774193,0.000009153146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114515,"threshold_uncertainty_score":0.9667242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009058812996328873,"score_gpt":0.2032480736508054,"score_spread":0.1941892606544766,"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."}}