{"id":"W4360946354","doi":"10.1002/wer.10854","title":"Physico‐chemical characteristics and biodegradability of primary effluent and particulate matter removed by microscreens","year":2023,"lang":"en","type":"article","venue":"Water Environment Research","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trojan Technologies (Canada); Western University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Suspended solids; Total suspended solids; Volatile suspended solids; Chemical oxygen demand; Clarifier; Total dissolved solids; Biodegradation; Chemistry; Effluent; Fractionation; Wastewater; Biochemical oxygen demand; Particulates; Chromatography; Environmental engineering; Organic chemistry; Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007716716,0.0001566382,0.0002028559,0.00005720373,0.0001737136,0.00005132898,0.0001771333,0.00006251159,0.0007140007],"category_scores_gemma":[0.000007243523,0.0001188655,0.0000342288,0.0001175619,0.001426268,0.0001328869,0.001504871,0.0001866373,0.001712264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919607,"about_ca_system_score_gemma":0.000002121291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002155579,"about_ca_topic_score_gemma":0.000001301915,"domain_scores_codex":[0.9978899,0.0001460013,0.0002665704,0.0005261575,0.0005657752,0.0006055775],"domain_scores_gemma":[0.9993332,0.00005453071,0.00003214699,0.0004287329,0.000003825817,0.0001475676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001931736,0.0001017076,0.322935,0.00003849423,0.00001379341,0.00000336126,0.0002829246,0.000003776406,0.6691675,0.000002289646,0.006708644,0.0007231404],"study_design_scores_gemma":[0.000329542,0.00004873136,0.854647,0.000009827923,0.00001788649,0.000001958823,0.00003245496,0.0002785664,0.1218902,0.0002175662,0.02234102,0.0001852154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978672,0.00002162208,0.00004356881,0.001229186,0.00001406447,0.0003678378,0.00005830188,0.00002575037,0.0003724236],"genre_scores_gemma":[0.9967442,0.00009863996,0.0002639235,0.00007945557,0.00001240084,0.00004737216,0.000136956,0.00002038008,0.002596714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472773,"threshold_uncertainty_score":0.999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721059547590429,"score_gpt":0.2520380953233795,"score_spread":0.2248274998474752,"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."}}