{"id":"W7025031373","doi":"","title":"Sorption and desorption of phosphorus as influenced by corn stalk residue, pH, and ionic strength in a gleysol from Québec, Canada","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gleysol; Sorption; Desorption; Stalk; Ionic strength; Phosphorus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003904447,0.0005460044,0.0005553205,0.0001247286,0.0003880102,0.00005769054,0.0003586583,0.0003677394,0.0007373099],"category_scores_gemma":[0.0002520408,0.0005846717,0.00006719118,0.0003975282,0.0001624834,0.0005960944,0.0002468139,0.0005388729,0.00005517987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598254,"about_ca_system_score_gemma":0.00009934724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8996534,"about_ca_topic_score_gemma":0.9688321,"domain_scores_codex":[0.9966503,0.0001510848,0.0007689077,0.001064248,0.0008477789,0.0005176317],"domain_scores_gemma":[0.9984829,0.0001202873,0.0005965729,0.0004653716,0.00006276811,0.0002720803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005032619,0.001909488,0.05742221,0.0006996986,0.000668304,0.0001860014,0.0003409236,0.0001325529,0.4125268,0.002992651,0.00298948,0.5150992],"study_design_scores_gemma":[0.006564038,0.001145092,0.2869633,0.001393429,0.0005012884,0.000009643497,0.001836983,0.0003098258,0.4996692,0.01659374,0.1820208,0.002992614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918361,0.001200935,8.987526e-8,0.00001775373,0.0002985045,0.0006964651,0.0009052623,0.00003523177,0.005009683],"genre_scores_gemma":[0.9942719,0.00235659,0.00009788897,0.000163777,0.00001087609,0.00008047055,0.0007421239,0.00006577757,0.002210628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5121066,"threshold_uncertainty_score":0.9996605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004440138216149054,"score_gpt":0.1938755424205228,"score_spread":0.1894354042043738,"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."}}