{"id":"W4367155247","doi":"10.36487/acg_repo/2355_27","title":"Application of filtered tailings storage method at Tüprag Efemçukuru Gold Mine","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Tailings Management and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Computer science; Mining engineering; Environmental science; Geology; Materials science; Metallurgy","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":[0.0003587543,0.0002065014,0.0002745659,0.0002071286,0.00004602072,0.0000259191,0.0002503113,0.00007854478,0.00008722775],"category_scores_gemma":[0.00003291384,0.0001998182,0.00009183861,0.0004149245,0.00002951669,0.0001369128,0.0001610918,0.000112654,0.0005596886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005015437,"about_ca_system_score_gemma":0.000004606069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005415828,"about_ca_topic_score_gemma":0.00003761651,"domain_scores_codex":[0.9988196,0.00003600551,0.0003527845,0.0002568563,0.0002285927,0.0003061121],"domain_scores_gemma":[0.9993013,0.00009420972,0.0000921612,0.0003996371,0.00004787914,0.00006476879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001271872,0.00005588142,0.005104435,0.00237009,0.0003687085,0.00001946829,0.003532814,0.2005711,0.6471302,0.0009291311,0.03000594,0.1097851],"study_design_scores_gemma":[0.001065041,0.0001260326,0.003080798,0.0001273423,0.0001274722,0.000005186298,0.0008034564,0.6597371,0.1105643,0.0003003512,0.2233492,0.0007138144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398116,0.0007340577,0.04149707,0.0003019892,0.0005851239,0.0006851834,0.00003940941,0.001299697,0.01504587],"genre_scores_gemma":[0.9833899,0.00005910345,0.002957565,0.00003161678,0.0001365529,0.00008829337,0.00007534617,0.00006713423,0.0131945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5365659,"threshold_uncertainty_score":0.814835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662282228332592,"score_gpt":0.2326273632515832,"score_spread":0.2160045409682573,"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."}}