{"id":"W3041115998","doi":"10.13031/aim.202000596","title":"<i>Swine Manure: A Geochemical Perspective</i>","year":2020,"lang":"en","type":"article","venue":"2020 ASABE Annual International Virtual Meeting, July 13-15, 2020","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Bicarbonate; Ammonium; Ammonium bicarbonate; Inorganic chemistry; Nitrogen; Potassium; Sodium; Ammonium chloride; Environmental chemistry; Magnesium; Effluent; Sodium bicarbonate; Chloride; Nutrient; Manure; Environmental engineering; Agronomy; Environmental science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005038799,0.001020161,0.0009003292,0.0002430718,0.000311101,0.0004567837,0.001380825,0.0005020887,0.003134625],"category_scores_gemma":[0.002410778,0.001085378,0.0004911239,0.0009305956,0.0002234844,0.0007512147,0.0005914663,0.001539075,0.00600844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566381,"about_ca_system_score_gemma":0.0001065966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000703336,"about_ca_topic_score_gemma":0.0001779299,"domain_scores_codex":[0.994492,0.0001418264,0.001253292,0.001441189,0.001573878,0.001097813],"domain_scores_gemma":[0.9972095,0.0003380927,0.0003415889,0.000556907,0.0007203115,0.0008336226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003824221,0.0002661043,0.0005259417,0.0002051609,0.0008278055,0.00008961539,0.01026386,0.01930721,0.1236932,0.001459262,0.8411414,0.001838011],"study_design_scores_gemma":[0.001589474,0.0001873299,0.0003549331,0.0004405976,0.0001908811,0.0001320531,0.0007734874,0.008101896,0.002068434,0.0005557857,0.9839339,0.001671197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7723143,0.006090783,0.01968736,0.02580854,0.006801175,0.001191107,0.002984538,0.004201732,0.1609205],"genre_scores_gemma":[0.9594773,0.0002857188,0.007493136,0.002926327,0.008204145,0.0001087855,0.001660706,0.0003476926,0.01949617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.187163,"threshold_uncertainty_score":0.9991596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764974795555303,"score_gpt":0.2605704141330297,"score_spread":0.2429206661774767,"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."}}