{"id":"W7161830762","doi":"10.82308/21674","title":"Life cycle assessment for wastewater disinfection using sodium hypochlorite, peracetic acid or performic acid","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peracetic acid; Sodium hypochlorite; Wastewater; Life-cycle assessment; Effluent; Sewage treatment; Scrubber; Performic acid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001828294,0.0005472433,0.0004274584,0.0001142059,0.0005656514,0.0001914188,0.0002791233,0.0003715568,0.007697012],"category_scores_gemma":[0.0000318587,0.000356048,0.0002390233,0.0001683688,0.00008869197,0.0005334874,0.000101757,0.0001923101,0.0006167717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378145,"about_ca_system_score_gemma":0.0001118158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449151,"about_ca_topic_score_gemma":0.0008159539,"domain_scores_codex":[0.9977068,0.00004104731,0.0004579254,0.0007544133,0.0004454698,0.0005943022],"domain_scores_gemma":[0.999,0.00002482593,0.0002194037,0.0004514751,0.00003304276,0.0002712597],"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":[0.00182662,0.001361325,0.007757666,0.0006989088,0.0005457529,0.00002181849,0.0044797,0.0006863438,0.9675279,0.00002610071,0.008943232,0.006124598],"study_design_scores_gemma":[0.004798646,0.002560664,0.01382731,0.0003775403,0.001430482,0.00006342361,0.005031378,0.02005832,0.9386802,0.000467719,0.01002122,0.002683111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887019,0.00002973129,0.0002444134,0.00009699705,0.001903795,0.001152146,0.000023714,0.0001075974,0.007739739],"genre_scores_gemma":[0.9071463,0.00004482342,0.01817934,0.00009037045,0.0005725315,0.0002333292,0.001208788,0.000126251,0.07239828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08155559,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813571722239118,"score_gpt":0.285406341817558,"score_spread":0.2672706245951668,"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."}}