{"id":"W4404494688","doi":"10.1007/978-3-031-67398-6_205","title":"Cracking a Canadian Ore for Neodymium and Dysprosium with Long-Term or Accelerated Acid Soaking Processes","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Dysprosium; Neodymium; Term (time); Cracking; Metallurgy; Materials science; Chemistry; Composite material; Inorganic chemistry; Physics; Laser; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661489,0.0003371334,0.0002722714,0.0008101545,0.001293901,0.0006209479,0.0005404614,0.00053971,0.004660367],"category_scores_gemma":[0.0001463334,0.0001614965,0.0003879241,0.0006591527,0.0004485711,0.0005005954,0.0003557795,0.000657496,0.001060383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760394,"about_ca_system_score_gemma":0.003821021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1641931,"about_ca_topic_score_gemma":0.5200579,"domain_scores_codex":[0.9997868,0.000003471981,0.00000412387,0.00002002686,0.0001540672,0.00003147763],"domain_scores_gemma":[0.9999532,0.000004912182,0.000002506398,0.00000369944,0.00003098767,0.000004687921],"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":[0.000203223,0.00008766856,0.0008289427,0.00072523,0.00001853233,0.0008395356,0.0008158173,0.001395567,0.7631407,0.01938585,0.01500237,0.1975564],"study_design_scores_gemma":[0.00001518795,0.0001899728,0.004274819,0.0000966673,0.0000323651,0.0009206311,0.0004220209,0.001578385,0.6175096,0.001811088,0.3731076,0.00004164998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4709846,0.01769446,0.02941196,0.002086381,0.001081532,0.0005148831,0.0009858214,0.000565796,0.4766744],"genre_scores_gemma":[0.284374,0.006099838,0.02415487,0.0002595965,0.0000263692,0.00003558767,0.0004394896,0.0001943337,0.684416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8358068,"threshold_uncertainty_score":0.3264749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401516701814871,"score_gpt":0.2636584706280958,"score_spread":0.2296433036099471,"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."}}