{"id":"W4319721349","doi":"10.2139/ssrn.4352959","title":"Using Landfill Leachate to Indicate the Chemical and Biochemical Activities in Elevated Temperature Landfills","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Leachate; Environmental science; Bioreactor landfill; Waste management; Environmental chemistry; Environmental engineering; Chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531909,0.000276917,0.0002074437,0.0006440043,0.0004047731,0.0006119681,0.0001210256,0.0004630706,0.0004510715],"category_scores_gemma":[0.000228746,0.0001387532,0.0002696968,0.000603508,0.000239093,0.0002970675,0.0002056208,0.0002028366,0.0001975533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151372,"about_ca_system_score_gemma":0.0003184127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00569817,"about_ca_topic_score_gemma":0.01182575,"domain_scores_codex":[0.9998418,0.00003096703,0.00001307236,0.00003814081,0.00004772227,0.0000282478],"domain_scores_gemma":[0.9999007,0.0000193688,0.00002827839,0.000004281095,0.00003564412,0.00001169854],"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":[0.001595761,0.0001179874,0.09993037,0.00009155582,0.00005831431,0.0001269714,0.0002683607,0.001321271,0.8880102,0.00009948228,0.0000540065,0.008325662],"study_design_scores_gemma":[0.00002132226,0.0006015895,0.1362984,0.00001563233,0.00007606258,0.0001916584,0.0006169757,0.005933143,0.8551311,0.0001510311,0.000935431,0.00002772071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978226,0.000136865,0.001223703,0.00001630095,0.000007079134,0.000006887595,0.0001765532,0.00001762555,0.0005922232],"genre_scores_gemma":[0.9979351,0.0001054331,0.0009906713,0.00001039104,0.000002298348,0.000007517955,0.0001107964,0.000003953049,0.000833904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00569817,"threshold_uncertainty_score":0.01133001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250225550084837,"score_gpt":0.2506313672655738,"score_spread":0.2381291117647254,"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."}}