{"id":"W2044534274","doi":"10.1115/nawtec11-1677","title":"Long-Term Operating Results: Ash Monofill","year":2003,"lang":"en","type":"article","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leachate; Environmental science; Waste management; Cadmium; Hazardous waste; Groundwater; Incineration; Environmental engineering; Lime; Compaction; Engineering; Geotechnical engineering; Geology; Chemistry","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":[0.00007465759,0.00006439207,0.00006673075,0.00001137188,0.00003967577,0.00002615016,0.00005439426,0.00002548061,0.00007991057],"category_scores_gemma":[0.00004066082,0.00005550511,0.0000244985,0.00009868112,0.000007286791,0.00004065461,0.000006878988,0.0000635861,0.0001794082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008654414,"about_ca_system_score_gemma":0.000002879867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003603499,"about_ca_topic_score_gemma":0.000002187821,"domain_scores_codex":[0.9996092,0.0000132513,0.0001178451,0.00009593892,0.00004157629,0.000122238],"domain_scores_gemma":[0.9997184,0.00004609674,0.000006483964,0.0001676215,0.00001427913,0.00004708537],"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":[0.000003832768,0.0002050574,0.003248402,0.0001187074,0.0001011976,0.000009713451,0.000479826,0.02078328,0.5375504,0.2426244,0.008952019,0.1859232],"study_design_scores_gemma":[0.002966359,0.0001532602,0.2192817,0.0001154011,0.00007094155,0.00002720866,0.0003310035,0.04331546,0.6439555,0.0134558,0.0741451,0.002182332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5130207,0.0000684663,0.1248689,0.0001138162,0.0001362284,0.0001726289,0.000008633114,0.0004570716,0.3611535],"genre_scores_gemma":[0.9121566,0.000009292568,0.08642995,0.00004765814,0.00004510682,0.00002522472,0.000003796407,0.00001300366,0.001269393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991359,"threshold_uncertainty_score":0.2305989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893882296471895,"score_gpt":0.2696220378930679,"score_spread":0.250683214928349,"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."}}