{"id":"W7099563368","doi":"","title":"Application of Faecal Sterol Ratios in Sediments and Effluents as Source Tracers. Water Quality","year":2001,"lang":"en","type":"article","venue":"","topic":"Beetle Biology and Toxicology Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coprostanol; Effluent; Sewage; Sewage treatment; Water quality; Manure; Wastewater","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":[],"consensus_categories":[],"category_scores_codex":[0.0001598086,0.00007476407,0.0001135123,0.00001916604,0.00003218523,0.000001936612,0.00005140055,0.0001579944,0.00001402813],"category_scores_gemma":[0.00001501151,0.00005471609,0.00002063542,0.0000207198,0.0001150628,0.000002095216,0.00006379642,0.00004303313,0.000008234982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004331422,"about_ca_system_score_gemma":0.000005606767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007734035,"about_ca_topic_score_gemma":0.0001310831,"domain_scores_codex":[0.99941,0.00006657359,0.0001668363,0.0001969343,0.00003686414,0.0001228473],"domain_scores_gemma":[0.9998022,0.000009055429,0.00003300845,0.0001118335,0.00002095768,0.00002295954],"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":[0.0001515102,0.00007750462,0.4330842,0.000006543868,0.000037873,4.176106e-7,0.00008576889,0.000005660744,0.5639266,0.00004007108,0.00004928331,0.002534596],"study_design_scores_gemma":[0.001432191,0.000299258,0.3910038,0.000002494742,0.00001246839,0.000009343898,0.0001806816,0.0000304483,0.5972874,0.0001384362,0.009469349,0.0001341245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997436,0.000142935,0.001084841,0.000294644,0.00002656797,0.0001550898,0.000001380997,0.000004352252,0.0008541728],"genre_scores_gemma":[0.9986398,0.00005981395,0.00005959624,0.000436603,0.0000248795,0.000027253,0.00002894649,0.000003893128,0.0007191794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04208032,"threshold_uncertainty_score":0.2231258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135409395821466,"score_gpt":0.2909341926155918,"score_spread":0.2795800986573771,"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."}}