{"id":"W2090455529","doi":"10.2166/wst.2006.532","title":"Modifying ADM1 to include formation and emission of odourants","year":2006,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sulfur; Hydrogen sulfide; Anaerobic digestion; Chemistry; Sulfide; Volatile fatty acids; Anaerobic exercise; Waste management; Dimethyl sulfide; Ammonia; Environmental chemistry; Stoichiometry; Methane; Pulp and paper industry; Environmental science; Environmental engineering; Organic chemistry; Engineering","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":[0.0001977949,0.00009277636,0.0001500187,0.000697894,0.0001234897,0.00001678913,0.0004017472,0.0001429552,0.00000735672],"category_scores_gemma":[0.0001408829,0.00006274809,0.0000160811,0.0006635987,0.0002508516,0.0002310369,0.0004195937,0.0001208627,0.000009415236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004336512,"about_ca_system_score_gemma":0.000009429804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002638713,"about_ca_topic_score_gemma":0.000001873436,"domain_scores_codex":[0.999053,0.00000254266,0.000214836,0.0002223692,0.0001728668,0.0003343603],"domain_scores_gemma":[0.9996029,0.000009602493,0.00003311573,0.0002479099,0.00006344272,0.00004302751],"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":[0.000004816408,0.000008650529,0.0005528778,0.00001333742,5.301405e-7,0.000001150907,0.00008634333,0.0002583705,0.983968,0.0009665064,0.00003545769,0.01410399],"study_design_scores_gemma":[0.0001727549,0.00003401449,0.0001331636,0.00003450963,0.000002467669,0.0000127722,0.0001264357,0.01216537,0.981679,0.004493305,0.001057095,0.0000890799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759128,0.00006447505,0.02074083,0.002029007,0.00004647029,0.00009224742,0.000001193196,0.0004447134,0.0006682588],"genre_scores_gemma":[0.9969805,0.000004853095,0.002860768,0.00001925073,0.000009387765,0.00001030424,8.223253e-7,0.000005632916,0.0001084789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106769,"threshold_uncertainty_score":0.2558793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169853222690169,"score_gpt":0.2411167485373745,"score_spread":0.2294182163104728,"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."}}