{"id":"W4404492259","doi":"10.1007/978-3-031-67398-6_192","title":"Progress and Challenges in Pilot Bioleaching of Ni/Co from Sudbury Pyrrhotite-rich Mine Tailings: The CanmetMINING Process","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Excellence in Mining Innovation; Natural Resources Canada; Laurentian University","funders":"","keywords":"Tailings; Pyrrhotite; Bioleaching; Mining engineering; Geology; Metallurgy; Geochemistry; Materials science; Pyrite","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004448641,0.0004304544,0.0005207011,0.0003139812,0.00004636499,0.00007275545,0.0002255226,0.0002533905,0.0001361278],"category_scores_gemma":[0.00002364482,0.0002953746,0.00006840344,0.00005965377,0.00009591885,0.0001178382,0.00006463747,0.0009667415,0.00001946032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004654481,"about_ca_system_score_gemma":0.00002372639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000205456,"about_ca_topic_score_gemma":0.0007934603,"domain_scores_codex":[0.9984953,0.00001759603,0.0005456393,0.0004344998,0.0002659245,0.0002409977],"domain_scores_gemma":[0.9993578,0.0001629076,0.0001156868,0.0002624331,0.00003365906,0.00006756314],"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":[0.0002568483,0.0002515321,0.00160648,0.01637731,0.00263915,0.0002818461,0.01777341,0.002040435,0.01085139,0.1286584,0.0006895017,0.8185737],"study_design_scores_gemma":[0.003946285,0.00179011,0.002407743,0.03194045,0.001808608,0.0002838134,0.02225298,0.08559494,0.01687711,0.03847877,0.7853891,0.009230095],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08042616,0.1853678,0.00004240729,0.0005129124,0.0009404443,0.000655699,0.0000749998,0.0005061168,0.7314734],"genre_scores_gemma":[0.9398318,0.01470911,0.0004414225,0.00004241646,0.0004645662,0.00003860264,0.00007974754,0.0002085736,0.04418373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8594056,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226192141965586,"score_gpt":0.263583394577227,"score_spread":0.2113214731575712,"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."}}