{"id":"W7161847006","doi":"10.82308/46662","title":"Lab-scale biological wastewater treatment reactors to assess the combined effects of cold temperatures and ozonation on waste biosolids reduction","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosolids; Sewage sludge; Sewage treatment; Activated sludge","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005271671,0.0005420072,0.0005272836,0.0001946941,0.0002558551,0.0006463083,0.0005114778,0.0006378453,0.00122033],"category_scores_gemma":[0.0004028157,0.0002359713,0.000710363,0.0002426767,0.0001897064,0.0002998647,0.0002422428,0.0007260169,0.0005212181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006516731,"about_ca_system_score_gemma":0.0006054094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402453,"about_ca_topic_score_gemma":0.005598915,"domain_scores_codex":[0.9996699,0.00005862732,0.00002560845,0.00007108989,0.0001329055,0.00004188607],"domain_scores_gemma":[0.9997694,0.00004965319,0.00004482529,0.00002873448,0.00007924885,0.00002811292],"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":[0.0004741519,0.0003625353,0.001299393,0.0002344011,0.00004129797,0.00002852157,0.00002511172,0.004457748,0.988357,0.0001175341,0.0001206576,0.004481525],"study_design_scores_gemma":[0.000056381,0.002635661,0.005796724,0.00001316115,0.00007639406,0.00003456461,0.00003868197,0.00767773,0.9817253,0.00009419007,0.001834572,0.00001660818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845276,0.0008464213,0.01097898,0.0001025433,0.00006003059,0.0001618515,0.001180236,0.0001993762,0.001942921],"genre_scores_gemma":[0.9821822,0.0008598448,0.01241065,0.00009194438,0.000007611013,0.0002673333,0.001002509,0.00003588726,0.003141962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004402453,"threshold_uncertainty_score":0.008753657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305128560803101,"score_gpt":0.23921186199093,"score_spread":0.226160576382899,"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."}}