{"id":"W4234319373","doi":"10.2136/2011.soilmanagement.c16","title":"Manure Management","year":2011,"lang":"en","type":"book-chapter","venue":"ASSA, CSSA and SSSA","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Manure; Environmental science; Agronomy; Nutrient; Fertilizer; Agriculture; Organic matter; Livestock; Water quality; Chemistry; Biology; Ecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001112299,0.0003416912,0.0002502607,0.00003028845,0.0001073682,0.00002709091,0.0002102373,0.0002145573,0.02089686],"category_scores_gemma":[0.000001566594,0.0002876526,0.00009448855,0.00001585547,0.0003765979,0.0001099556,0.0005079079,0.0002900379,0.005811258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007257826,"about_ca_system_score_gemma":0.000001690583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000308315,"about_ca_topic_score_gemma":0.00001145858,"domain_scores_codex":[0.9986439,0.00001109566,0.000204136,0.0004844385,0.0003168592,0.0003395753],"domain_scores_gemma":[0.9993309,0.00001557808,0.00007882053,0.0002819246,0.000001144231,0.0002915749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034434,0.0003901104,0.007395615,0.0003150905,0.0005565272,0.001452112,0.0003852744,0.000006793708,0.001441489,0.2279509,0.1795002,0.5805024],"study_design_scores_gemma":[0.0003210978,0.00008080326,0.01096924,0.00009486574,0.0001653417,0.00003435331,0.00001004388,0.00001000919,0.0002797114,0.03822949,0.9492669,0.0005381545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001222252,0.0002938562,0.00003287077,0.0002058722,0.0001388599,0.0002223733,0.00002149566,0.00003843134,0.997824],"genre_scores_gemma":[0.1048613,0.00235717,0.0002777115,0.001169989,0.00006111564,0.000002377337,0.00002125198,0.00004280319,0.8912063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7697667,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658309393804856,"score_gpt":0.2333979831959409,"score_spread":0.2068148892578923,"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."}}