{"id":"W6922058180","doi":"10.7939/r3-v487-3n08","title":"Leaching potential variability within a hummocky agricultural landscape in central Alberta, Canada","year":2005,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Leaching (pedology); Hydrology (agriculture); Climate change; Agricultural productivity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187598,0.0002316672,0.0003855066,0.001290316,0.002828277,0.001614601,0.001012521,0.0003552164,0.001558594],"category_scores_gemma":[0.0005236776,0.0002183016,0.0002019253,0.003125041,0.0007952827,0.0002921807,0.0006252492,0.0002816686,0.0001915593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095642,"about_ca_system_score_gemma":0.01419099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942048,"about_ca_topic_score_gemma":0.9986379,"domain_scores_codex":[0.9997404,0.00001698679,0.000009600063,0.00005876094,0.00009006801,0.00008406157],"domain_scores_gemma":[0.9994774,0.00003917759,0.0000438375,0.00001211479,0.0003231531,0.0001042608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123749,0.0002666104,0.9106745,0.0001241308,0.0002123221,0.001087463,0.007503637,0.005225355,0.0110111,0.001231241,0.005976195,0.05544997],"study_design_scores_gemma":[0.00001006719,0.00001498411,0.9937147,0.00001336675,0.000014651,0.00004085896,0.003333958,0.001285038,0.0002422651,0.00007531328,0.001242069,0.0000127271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965946,0.0001623617,0.0001190701,0.00008214031,0.000003064289,0.00001917829,0.000885395,0.00001126348,0.00212287],"genre_scores_gemma":[0.9949573,0.0001845072,0.0004231357,0.00003628151,0.000001626615,0.000009943893,0.0006602167,0.000006959443,0.003720004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02095642,"threshold_uncertainty_score":0.1520503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001782318816502131,"score_gpt":0.1376720123200773,"score_spread":0.1358896935035752,"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."}}