{"id":"W4391942275","doi":"10.13031/ja.15759","title":"Soil Phosphorus in Farmed Potholes:  Assessing Concentrations and Testing  Export Mitigation with Steel Media","year":2024,"lang":"en","type":"article","venue":"Journal of the ASABE","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosphorus; Environmental science; Soil test; Soil science; Soil water; Metallurgy; Materials science","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":[0.0002726125,0.0003890909,0.0002511444,0.000415549,0.000259424,0.0005045819,0.000519786,0.0003439091,0.0009648803],"category_scores_gemma":[0.000440431,0.000135356,0.000237575,0.000329266,0.0003505858,0.0003596439,0.0002544556,0.0002551137,0.0001315044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166318,"about_ca_system_score_gemma":0.0004280952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051055,"about_ca_topic_score_gemma":0.03363882,"domain_scores_codex":[0.9996738,0.00003136572,0.00002183199,0.00009601435,0.0001361739,0.00004081746],"domain_scores_gemma":[0.9995682,0.00007033376,0.0001407176,0.00001787416,0.0001612788,0.00004163832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003961883,0.0001815623,0.02698744,0.0002171771,0.00002295556,0.0002106555,0.000174692,0.0007374816,0.9611139,0.00003959146,0.00009826578,0.009820095],"study_design_scores_gemma":[0.00004543654,0.005609036,0.2519517,0.00006768657,0.00008735334,0.0002778674,0.001174341,0.004371658,0.7323803,0.0001282481,0.003872073,0.00003433913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980161,0.0000860396,0.0009150064,0.00002118078,0.000006722196,0.00005415417,0.0002071263,0.00002560669,0.0006679041],"genre_scores_gemma":[0.9946967,0.000189792,0.003312065,0.0000378304,0.000003369629,0.00005382807,0.0002499603,0.00001034222,0.001446062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051055,"threshold_uncertainty_score":0.02089876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669317331589503,"score_gpt":0.236334965053093,"score_spread":0.219641791737198,"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."}}