{"id":"W3178209344","doi":"10.3389/fsufs.2021.678992","title":"Response Curves for Ammonia and Methane Emissions From Stored Liquid Manure Receiving Low Rates of Sulfuric Acid","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Guelph; Wilfrid Laurier University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Wilfrid Laurier University","keywords":"Sulfuric acid; Slurry; Ammonia; Nitrous oxide; Manure; Chemistry; Methane; Liquid manure; Greenhouse gas; Environmental chemistry; Environmental science; Animal science; Environmental engineering; Inorganic chemistry; Agronomy; Ecology; Biochemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007875633,0.0002475471,0.0007535287,0.0002470427,0.00008084587,0.00003806099,0.0002693909,0.0003161886,0.0000088132],"category_scores_gemma":[0.004688521,0.0002333776,0.0001081044,0.000508189,0.00006400268,0.0001675852,0.0001622357,0.0002600403,3.227136e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101592,"about_ca_system_score_gemma":0.0001623528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009749783,"about_ca_topic_score_gemma":0.000005366324,"domain_scores_codex":[0.998063,0.0001970561,0.0005490017,0.0004382631,0.0002082432,0.0005444425],"domain_scores_gemma":[0.9984366,0.0005197821,0.0001660154,0.0004721204,0.0002823192,0.0001232207],"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":[0.006022608,0.0002393267,0.005164372,0.009902405,0.0006163849,0.0002504511,0.00189466,0.002395968,0.9149183,0.0007506916,0.05624181,0.001603026],"study_design_scores_gemma":[0.003718068,0.0006262414,0.0004632286,0.003580068,0.0001279046,0.00001682989,0.072707,0.01581555,0.873243,0.00106907,0.02788559,0.0007474127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8414505,0.12139,0.03349011,0.001331394,0.0008854846,0.0009142356,0.0001506743,0.0002727799,0.0001148153],"genre_scores_gemma":[0.9896868,0.0005435612,0.004391432,0.00001912005,0.00005411336,0.0002030582,0.00003637862,0.00004668901,0.005018838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482363,"threshold_uncertainty_score":0.9516862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239345881285935,"score_gpt":0.2465307561882833,"score_spread":0.2341372973754239,"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."}}