{"id":"W2802458843","doi":"10.3390/w10050578","title":"Modified Septic Tank: Innovative Onsite Wastewater Treatment System","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Guelph","funders":"","keywords":"Septic tank; Effluent; Wastewater; Anaerobic exercise; Environmental science; Sewage treatment; Waste management; Hydraulic retention time; Environmental engineering; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.00008466513,0.0002507693,0.0001981131,0.00005084426,0.0001976598,0.00005729668,0.0001602988,0.00007823639,0.001784431],"category_scores_gemma":[0.000001122906,0.0001240561,0.00005907246,0.0001504823,0.0002312521,0.0002034753,0.0001721864,0.00004514345,0.01645919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244915,"about_ca_system_score_gemma":0.000004505163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809918,"about_ca_topic_score_gemma":0.00006941702,"domain_scores_codex":[0.9986591,0.00005277008,0.0002159771,0.0003905463,0.0002011383,0.0004804365],"domain_scores_gemma":[0.9994338,0.00000704494,0.0000344108,0.0004132777,0.00001569687,0.0000958266],"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":[0.0002853093,0.0006172743,0.04096678,0.00003338172,0.0003813037,0.0002917444,0.02133808,0.0003763774,0.9270405,0.0003397191,0.006715783,0.00161372],"study_design_scores_gemma":[0.0012409,0.0005298572,0.002244078,0.00002513476,0.00005223019,0.00003679263,0.0002755313,0.0004053546,0.978473,0.00007845876,0.01630504,0.0003336224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646017,0.000004049866,0.00001639242,0.0003591926,0.0002736013,0.0003043466,0.000007095915,0.0001194053,0.03431424],"genre_scores_gemma":[0.9670336,0.000001026973,0.0003727419,0.00007382234,0.0001521531,0.00004848091,0.00003158013,0.00002630012,0.03226025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05143248,"threshold_uncertainty_score":0.999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423868843777703,"score_gpt":0.2158537823214949,"score_spread":0.2016150938837178,"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."}}