{"id":"W7162010470","doi":"10.82308/15432","title":"Evaluating phosphorus losses in surface and subsurface runoff from two agricultural fields in Quebec","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface runoff; Snowmelt; Hydrology (agriculture); Subsurface flow; Surface water; Water quality; Runoff curve number; Streamflow","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":[0.0002978875,0.0004637245,0.0003472726,0.0007982707,0.001512184,0.0009706971,0.0007880131,0.0004853744,0.001621272],"category_scores_gemma":[0.0005765221,0.0002053743,0.000272348,0.001697665,0.0004241347,0.0003157784,0.0002771708,0.000364866,0.000170801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01767747,"about_ca_system_score_gemma":0.00665528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846751,"about_ca_topic_score_gemma":0.9926674,"domain_scores_codex":[0.9996698,0.0000199365,0.00001023827,0.00008065963,0.0001230511,0.00009628556],"domain_scores_gemma":[0.9993833,0.00007710381,0.00005766307,0.00001681819,0.0003780214,0.00008706904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036926,0.001018138,0.8416907,0.0001929526,0.0002370847,0.001623517,0.001570111,0.01551579,0.08059102,0.0003097529,0.002998231,0.05321572],"study_design_scores_gemma":[0.00003447528,0.0001797282,0.9843413,0.000009561087,0.0000300769,0.00005798249,0.0008336843,0.009826239,0.003081137,0.00002770492,0.001560075,0.00001799616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973413,0.00006512812,0.0002476257,0.00003464888,0.000002241615,0.00005161417,0.001119871,0.00001831041,0.001119273],"genre_scores_gemma":[0.9945833,0.0001074503,0.0007693885,0.00005320503,0.000001780638,0.00004250274,0.001839357,0.00001035138,0.002592635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01767747,"threshold_uncertainty_score":0.1282597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427839157182102,"score_gpt":0.2787168138278282,"score_spread":0.2644384222560072,"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."}}