{"id":"W2027217726","doi":"10.1016/j.jconhyd.2004.01.003","title":"Geochemical stability of phosphorus solids below septic system infiltration beds","year":2004,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Saturation (graph theory); Infiltration (HVAC); Chemistry; Pore water pressure; Phosphorus; Mineralogy; Geology; Geotechnical engineering; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006294086,0.0001400652,0.0004446712,0.00005740346,0.00007645057,0.00000955378,0.000216432,0.0001139194,0.0001068601],"category_scores_gemma":[0.00005930727,0.0001104572,0.000137405,0.0001318273,0.0002867297,0.000227554,0.00008765621,0.0001867572,0.00003250936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432787,"about_ca_system_score_gemma":0.00004408851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703128,"about_ca_topic_score_gemma":0.0001048475,"domain_scores_codex":[0.9984182,0.00008708952,0.0007440422,0.0001562236,0.0003542929,0.0002401995],"domain_scores_gemma":[0.9990947,0.0000767439,0.0005008248,0.0001646427,0.00008140623,0.00008167458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006636583,0.001090339,0.4287257,0.0001271232,0.0003092881,0.0002476873,0.006785342,0.001243305,0.5304882,0.00291674,0.0003363862,0.02706628],"study_design_scores_gemma":[0.008752674,0.004317791,0.446446,0.0002009662,0.00046184,0.001925973,0.002782131,0.0009966835,0.5175788,0.001120906,0.01476614,0.0006501582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843684,0.0001850249,0.01389881,0.0003637283,0.0002891379,0.0001118877,0.000003114249,0.000009534997,0.0007704023],"genre_scores_gemma":[0.999406,0.00002798457,0.0003642149,0.00007619631,0.00005191729,0.000004745399,0.000001561827,0.000007260091,0.00006011019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641612,"threshold_uncertainty_score":0.4504316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008307691262881108,"score_gpt":0.2150717660142976,"score_spread":0.2067640747514165,"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."}}