{"id":"W2531909520","doi":"","title":"Potential and Observed Release of Phosphorus from Crop Residue and Cover Crops Over the Non-growing Season in a Cool Temperate Region","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Temperate climate; Environmental science; Agronomy; Residue (chemistry); Cover crop; Cover (algebra); Growing season; Crop; Crop residue; Phosphorus; Agroforestry; Geography; Biology; Agriculture; Chemistry; Engineering; Botany; Archaeology","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":[0.0001652272,0.0001237052,0.0001690388,0.0003114455,0.0003491955,0.0003491021,0.0002070063,0.0001646635,0.0004865969],"category_scores_gemma":[0.0001890612,0.00009999266,0.0001156861,0.0003268711,0.0001806186,0.0002056524,0.0001632133,0.0001404474,0.00008308002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298144,"about_ca_system_score_gemma":0.000285896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03360608,"about_ca_topic_score_gemma":0.08820229,"domain_scores_codex":[0.9999329,0.00000700112,0.000003896479,0.0000261347,0.00001399386,0.00001604857],"domain_scores_gemma":[0.9998154,0.00002808722,0.00006885688,0.000007734654,0.00004965059,0.00003019268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006148846,0.0001453529,0.7909629,0.0001480286,0.00006843775,0.000462612,0.001651752,0.0003466627,0.1972397,0.00009526502,0.0001849286,0.008079547],"study_design_scores_gemma":[0.000002081182,0.00007636821,0.9983338,0.000002842255,0.000006207682,0.00004220229,0.0002514434,0.0001225349,0.001016279,0.000006419466,0.000138158,0.000001660157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999589,0.00002850594,0.00003628172,0.00000387491,4.888337e-7,0.000002622245,0.000116655,0.000001852584,0.0002208542],"genre_scores_gemma":[0.9992037,0.00008979253,0.0002181082,0.000008987721,0.000001966523,0.00001026984,0.0002241001,0.000001846849,0.0002412449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03360608,"threshold_uncertainty_score":0.06682092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056579358548778,"score_gpt":0.1795358429648911,"score_spread":0.1689700493794033,"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."}}