{"id":"W1963783476","doi":"10.1016/j.watres.2004.04.034","title":"Dynamics and influencing factors of heterotrophic bacterial utilization of acetate in constructed wetlands treating woodwaste leachate","year":2004,"lang":"en","type":"article","venue":"Water Research","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heterotroph; Mineralization (soil science); Environmental chemistry; Chemistry; Nutrient; Leachate; Acetic acid; Botany; Bacteria; Ecology; Biology; Nitrogen; 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":[0.0003478349,0.0001502643,0.00026147,0.0002498003,0.00007682425,0.00002733066,0.0001553237,0.00007965431,0.0001814114],"category_scores_gemma":[0.00002862428,0.0001064652,0.00003364559,0.0003160543,0.0005204363,0.0002096228,0.0003205106,0.000166389,0.000006877749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317033,"about_ca_system_score_gemma":0.00002073194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340476,"about_ca_topic_score_gemma":0.002125672,"domain_scores_codex":[0.9982888,0.0001454173,0.0004077278,0.0003001656,0.0004262882,0.000431584],"domain_scores_gemma":[0.9995733,0.00002156489,0.00007157835,0.0002203049,0.00002978784,0.00008340381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008756305,0.00004379577,0.6047665,0.00004103311,0.00001557065,0.00000834542,0.003355725,0.001243271,0.3880579,0.00003717687,1.42773e-7,0.002343062],"study_design_scores_gemma":[0.002921033,0.0003788328,0.2708302,0.0001597755,0.00001295343,0.0000220527,0.0009961793,0.001714966,0.7216579,0.001127477,0.000003278295,0.0001753109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992946,0.000005905384,0.00002550277,0.00004547003,0.00003231565,0.0003184004,0.00002435708,0.00001237837,0.000241117],"genre_scores_gemma":[0.9994754,0.00001704304,0.000376243,8.757424e-7,0.00000589324,0.00001006785,0.00006593122,0.00001606081,0.00003247723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339362,"threshold_uncertainty_score":0.5049823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330931910081541,"score_gpt":0.2859616896255968,"score_spread":0.2528684986174426,"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."}}