{"id":"W4293115936","doi":"10.11159/iccpe22.116","title":"Determination of Different Forms of Phosphorus in Waters of the Wastewater Treatment Plant in Durres, Before and After Treatment","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosphorus; Sewage treatment; Wastewater; Environmental science; Chemistry; Environmental 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":[0.0001053736,0.0001309507,0.0002540585,0.00004843859,0.00002148043,0.000007659445,0.0001304646,0.00002875182,0.00003559094],"category_scores_gemma":[0.00000557846,0.00007223007,0.00004874603,0.00009208667,0.00006961945,0.00004741734,0.000258324,0.00005361369,4.814162e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681599,"about_ca_system_score_gemma":0.00000333441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096997,"about_ca_topic_score_gemma":0.00003613207,"domain_scores_codex":[0.9991888,0.000009535773,0.0003367902,0.0001529036,0.0001765018,0.0001354447],"domain_scores_gemma":[0.9997266,0.00001655071,0.0001420455,0.00008319988,0.000004082032,0.00002754346],"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":[0.0003598451,0.0002984001,0.005765013,0.0001299415,0.00001389284,4.401045e-7,0.0003660429,0.000112117,0.9918593,0.0005521646,0.000003012572,0.0005398318],"study_design_scores_gemma":[0.0007704969,0.0002035311,0.004249631,0.0001314543,0.00001828483,0.000001991816,0.0000926096,0.0009029172,0.9932195,0.0002346265,0.0001052779,0.00006970049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993578,0.000003706348,7.29278e-8,0.0001336469,0.0001381609,0.0002856499,0.00006310703,0.000003709233,0.0000141736],"genre_scores_gemma":[0.9997349,0.00002668593,0.000072932,0.000006810867,0.000005213781,0.00009525191,0.000002252296,0.000007527422,0.00004846949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515382,"threshold_uncertainty_score":0.2945457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006226502569863649,"score_gpt":0.1982672116715625,"score_spread":0.1920407091016988,"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."}}