{"id":"W4396701304","doi":"10.11159/iceptp24.157","title":"Mass Event Influence on Micropollutant Composition And Loads Before And After Treatment In The Coastal Waste Water Treatment Plant","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Waste management; Water treatment; Composition (language); Event (particle physics); Sewage treatment; Environmental engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007391661,0.0002376333,0.0001731182,0.00006496791,0.0001004352,0.00009668652,0.00008686503,0.00003078285,0.00001484433],"category_scores_gemma":[9.408571e-7,0.0001166155,0.00005170409,0.00006484599,0.0001655291,0.0001618883,0.0000872752,0.00009994832,0.000001858607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472485,"about_ca_system_score_gemma":8.953334e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241296,"about_ca_topic_score_gemma":0.00005860437,"domain_scores_codex":[0.9990978,0.000009118274,0.000181293,0.0003002296,0.0001978184,0.0002138031],"domain_scores_gemma":[0.9998079,0.00002506329,0.00003075361,0.0000821088,8.078722e-7,0.00005336003],"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":[0.0002035334,0.0001069695,0.1078023,0.0002072154,0.0001881468,0.00003642085,0.005667463,0.01251963,0.8685021,0.0002872187,0.00001537064,0.004463614],"study_design_scores_gemma":[0.001251489,0.0009740911,0.2575717,0.0009543623,0.0002728624,0.0001300392,0.001499899,0.02319187,0.7119827,0.0004243855,0.001066596,0.0006800478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990378,0.000110883,6.125661e-7,0.0004476883,0.00009772961,0.0001992332,0.00006978546,0.00001324046,0.00002302062],"genre_scores_gemma":[0.9995411,0.0001156558,0.00003358844,0.00002509606,0.00002974147,0.00003439631,0.000005952982,0.00001326319,0.0002011932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565195,"threshold_uncertainty_score":0.4755441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003921207504957022,"score_gpt":0.1917522728475729,"score_spread":0.1878310653426159,"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."}}