{"id":"W2899872563","doi":"10.3390/min8110524","title":"Microwave Treatment of Ultramafic Nickel Ores: Heating Behavior, Mineralogy, and Comminution Effects","year":2018,"lang":"en","type":"article","venue":"Minerals","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultramafic rock; Mineral processing; Nickel; Metallurgy; Pentlandite; Olivine; Chromite; Comminution; Grind; Microwave; Mineral; Materials science; Geology; Grinding; Mineralogy; Geochemistry; Pyrite","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001208453,0.0001493964,0.0001504294,0.0001550115,0.000177726,0.0001490485,0.0001239856,0.0001750607,0.0006031658],"category_scores_gemma":[0.0001757937,0.0001107543,0.0001675938,0.0001519963,0.0001581884,0.0001596796,0.00009267061,0.0002254181,0.0001070261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141375,"about_ca_system_score_gemma":0.00008982818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470797,"about_ca_topic_score_gemma":0.004305416,"domain_scores_codex":[0.9999267,0.000006435807,0.000005193146,0.00001433601,0.00003024042,0.00001701244],"domain_scores_gemma":[0.9999428,0.00001207988,0.00001654201,0.000006656414,0.00001675978,0.000005123469],"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":[0.00008731679,0.000009794794,0.001051083,0.00004565229,0.00000354745,0.00004350049,0.00003906967,0.00009370512,0.9964069,0.00002932015,0.00001912387,0.002171005],"study_design_scores_gemma":[0.000005738733,0.0001603931,0.02221606,0.000004451647,0.00001046846,0.0001255846,0.00006027861,0.0006125809,0.9756039,0.00001932295,0.001176061,0.000005175522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974476,0.0003891982,0.001037912,0.00002298947,0.000004751178,0.00001146892,0.00003354318,0.00001442929,0.001038115],"genre_scores_gemma":[0.997246,0.0002504822,0.001272482,0.00001511998,0.000002967599,0.000009656456,0.0000557681,0.00000925427,0.001138336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470797,"threshold_uncertainty_score":0.002924502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691763711598324,"score_gpt":0.2563137619113627,"score_spread":0.2393961247953794,"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."}}