{"id":"W4293531294","doi":"10.3390/geosciences12090319","title":"Recycling and Reuse of Mine Tailings: A Review of Advancements and Their Implications","year":2022,"lang":"en","type":"review","venue":"Geosciences","topic":"Tailings Management and Properties","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tailings; Reuse; Sustainability; Hazardous waste; Environmental planning; Coal mining; Natural resource economics; Waste management; Environmental science; Business; Engineering; Environmental protection; Environmental resource management; Coal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435916,0.0001505736,0.0006268325,0.0001216893,0.00006170633,0.00001182946,0.0003489933,0.00002565674,0.00004132416],"category_scores_gemma":[0.0001590662,0.0001048929,0.00006525286,0.0003794332,0.00011524,0.0001006157,0.0002387572,0.00008446486,3.934949e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001013023,"about_ca_system_score_gemma":0.00002089992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431996,"about_ca_topic_score_gemma":0.000002679634,"domain_scores_codex":[0.9991487,0.00002709632,0.0004298797,0.0001901057,0.00008643734,0.0001178311],"domain_scores_gemma":[0.9993659,0.0001003417,0.0002085824,0.0002820035,0.00001757746,0.00002557459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.287856e-7,0.000004415523,0.00001232636,0.08537725,0.00002100337,5.93694e-8,0.00009024981,0.000002432346,0.000005751805,0.00003291918,0.0001153827,0.914338],"study_design_scores_gemma":[0.00002121226,0.00002739255,0.000003419298,0.01908899,0.00009754823,0.00000213517,0.00007372391,0.00003260722,0.000003503131,0.00007139305,0.9804733,0.0001047716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000152809,0.9985364,0.00002766625,0.00002741221,0.00009426477,0.000356938,0.00003047479,0.00002473436,0.0007493168],"genre_scores_gemma":[0.00003697457,0.99923,0.0005003166,0.00001425135,0.00001117323,0.00006872534,0.00001379514,0.00001020895,0.0001145424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9803579,"threshold_uncertainty_score":0.4277408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05553627263326394,"score_gpt":0.2925464685957979,"score_spread":0.2370101959625339,"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."}}