{"id":"W2063441521","doi":"10.1016/s0043-1354(01)00236-6","title":"Biochemical model of glucose induced enhanced biological phosphorus removal under anaerobic condition","year":2002,"lang":"en","type":"article","venue":"Water Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Enhanced biological phosphorus removal; Anaerobic exercise; Polyphosphate; Phosphorus; Chemistry; Biochemistry; Metabolism; Carbohydrate metabolism; Substrate (aquarium); Activated sludge; Pulp and paper industry; Microbiology; Biology; Sewage treatment; Environmental engineering; Phosphate; Physiology; Ecology; Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003922038,0.0001507145,0.000183965,0.00007724497,0.0001338475,0.00002452576,0.000279337,0.0001618024,0.003181871],"category_scores_gemma":[0.00001456742,0.00009535166,0.00008235866,0.0002281312,0.0004125458,0.0001204893,0.0003385322,0.0002501988,0.001760292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752585,"about_ca_system_score_gemma":0.000004980649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604403,"about_ca_topic_score_gemma":0.000004767261,"domain_scores_codex":[0.9979934,0.0001449271,0.0002319782,0.0004201141,0.0005795536,0.0006300982],"domain_scores_gemma":[0.9995165,0.00001883944,0.00002461861,0.0002680999,0.00002622412,0.0001457028],"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":[0.00006833982,0.0002515056,0.0001617215,0.000003149105,0.00001633363,0.0000172807,0.0003012255,0.0001126903,0.9974936,0.00004312464,0.0005705428,0.0009604714],"study_design_scores_gemma":[0.0005521821,0.0002233213,0.0002873176,0.000007069626,0.000005142719,0.00001110193,0.00005453273,0.004017348,0.9928882,0.001725342,0.0001007503,0.0001276959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968419,0.00006802348,0.00007462336,0.0002019239,0.00002666496,0.0002635932,0.000007616721,0.0000315067,0.00248416],"genre_scores_gemma":[0.9964088,0.00005912356,0.002034101,0.0000317384,0.0000239506,0.00002636602,0.00003906164,0.00001511984,0.00136177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004605419,"threshold_uncertainty_score":0.9990169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033018331000059,"score_gpt":0.3105039692712526,"score_spread":0.2072021361712467,"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."}}