{"id":"W4367154881","doi":"10.36487/acg_repo/2355_63","title":"The new norm for gold miners and how change in mine waste management could help","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; University of Alberta; Geomechanica (Canada)","funders":"Heriot-Watt University","keywords":"Norm (philosophy); Waste management; Environmental science; Computer science; Business; Mining engineering; Engineering; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235999,0.0001538553,0.0001596904,0.0001172233,0.00003288104,0.00007671617,0.0001606987,0.00006167225,0.000004186893],"category_scores_gemma":[0.00000754318,0.0001340778,0.00004048694,0.0001690431,0.00001774417,0.00008938433,0.00009713283,0.00007921124,0.00001689661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000451609,"about_ca_system_score_gemma":0.000003222233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002939771,"about_ca_topic_score_gemma":0.000341964,"domain_scores_codex":[0.9992322,0.000005337201,0.0001494652,0.0001796576,0.00006026897,0.0003731129],"domain_scores_gemma":[0.9995893,0.00006657001,0.00002971468,0.0002317232,0.00000791447,0.00007478015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000785524,0.00001758219,0.002351553,0.0009245665,0.0001805103,0.00003559131,0.002709117,0.003613523,0.001006371,0.003822567,0.5608574,0.4244027],"study_design_scores_gemma":[0.001218914,0.0001211654,0.001061473,0.000182118,0.00003428397,0.000006375822,0.001829659,0.3049879,0.0007603418,0.0003977797,0.68893,0.0004700621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668026,0.001951023,0.00274122,0.01166473,0.001432958,0.002441876,0.00007701646,0.001036715,0.01185189],"genre_scores_gemma":[0.9487219,0.00520933,0.006440888,0.0003159243,0.0008883778,0.0009589622,0.00006085985,0.0001784302,0.0372253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4239326,"threshold_uncertainty_score":0.5467535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227779920597791,"score_gpt":0.2355565463215583,"score_spread":0.2032787471155804,"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."}}