{"id":"W3044531667","doi":"10.30544/507","title":"Metallurgical Evaluation of the Hoidas Lake Rare Earth Deposit","year":2020,"lang":"en","type":"article","venue":"Metallurgical and Materials Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysprosium; Allanite; Rare earth; Uranium; Geology; Leaching (pedology); Abrasion (mechanical); Apatite; Geochemistry; Hydrothermal circulation; Mineral; Monazite; Mineralogy; Zircon; Metallurgy; Materials science; Soil water; Chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088756,0.0002029467,0.0001720568,0.001608593,0.000732546,0.0004142759,0.0002267031,0.0002567909,0.001104921],"category_scores_gemma":[0.0002755018,0.0001556837,0.0001151783,0.0005166669,0.0002694899,0.0001825627,0.0003202213,0.0002070464,0.0001677325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218688,"about_ca_system_score_gemma":0.0003624879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461586,"about_ca_topic_score_gemma":0.09388162,"domain_scores_codex":[0.9997009,0.00001323254,0.00001349646,0.00003564373,0.0002026427,0.00003420307],"domain_scores_gemma":[0.9997093,0.00003153564,0.00003326611,0.000012552,0.0001800601,0.00003323124],"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":[0.0001995378,0.00008117372,0.06310032,0.0001260513,0.00002959081,0.001491924,0.0008951029,0.0004718836,0.9099076,0.000153826,0.0003212921,0.0232216],"study_design_scores_gemma":[0.00001759365,0.0006785556,0.644646,0.00002721706,0.00005982442,0.001686949,0.002303889,0.001881273,0.3405589,0.00008719755,0.008030721,0.00002181199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976183,0.00006809877,0.000227147,0.00001530244,0.000002675981,0.00001969198,0.00008247387,0.00001054064,0.001955781],"genre_scores_gemma":[0.9932244,0.0001800523,0.001860995,0.00002821536,0.00000400923,0.00001124457,0.0001889854,0.00001094075,0.004491112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461586,"threshold_uncertainty_score":0.02906156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198302405355368,"score_gpt":0.2230575477828979,"score_spread":0.2010745237293442,"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."}}