{"id":"W7052695619","doi":"","title":"Soluble and particulate nitrogen losses from tile drained fields in Southern Quebec, Canada","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Tile drainage; Drainage; Tile; Surface runoff; Particulates; Manure; Hydrology (agriculture); Soil water; Eutrophication","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001629855,0.000311009,0.0002432939,0.0006977571,0.002197907,0.0009602947,0.00062335,0.0002955311,0.002212248],"category_scores_gemma":[0.0004239134,0.0002093918,0.0002190831,0.001833292,0.000540164,0.000264219,0.0003450952,0.0003746267,0.0001823089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874909,"about_ca_system_score_gemma":0.02070015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978544,"about_ca_topic_score_gemma":0.9992542,"domain_scores_codex":[0.9998153,0.00000860319,0.000006942905,0.00004683738,0.00006686176,0.00005546408],"domain_scores_gemma":[0.9994655,0.00003132708,0.00007853936,0.00001072,0.0003167504,0.00009712487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504034,0.0001224341,0.9458562,0.0001825146,0.0001113022,0.0009070216,0.002900514,0.001680617,0.00999868,0.0002205131,0.005096249,0.03267361],"study_design_scores_gemma":[0.00001028344,0.000028928,0.9930342,0.00003040428,0.00001554005,0.00005621231,0.00188032,0.001026546,0.0003898224,0.00002335139,0.003489387,0.00001500524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922442,0.0003758661,0.0002325164,0.000266737,0.00001107243,0.0000518602,0.003288201,0.00002977189,0.003499711],"genre_scores_gemma":[0.9917485,0.0003579773,0.0004938279,0.0001691093,0.000003789947,0.00003312535,0.001742978,0.00001019209,0.005440519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02874909,"threshold_uncertainty_score":0.2085903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008394757263961558,"score_gpt":0.215520027200304,"score_spread":0.2071252699363424,"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."}}