{"id":"W4392113761","doi":"10.1039/d3gc03756h","title":"Neodymium recovery from NdFeB magnets: a sustainable, instantaneous, and cost-effective method","year":2024,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Mitacs; McGill University","keywords":"Neodymium magnet; Neodymium; Magnet; Materials science; Chemistry; Process engineering; Mechanical engineering; Physics; Engineering; Laser; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001795824,0.0002369285,0.0001595968,0.00018459,0.0001546853,0.0002160448,0.0002986558,0.0004161625,0.0007637088],"category_scores_gemma":[0.0001456953,0.0001372134,0.0001439378,0.0001781174,0.000152851,0.0004685203,0.0003959123,0.0004597308,0.0006126057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176929,"about_ca_system_score_gemma":0.0003092852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004339359,"about_ca_topic_score_gemma":0.001342657,"domain_scores_codex":[0.9999155,0.00000918264,0.000005233024,0.00001684579,0.00003690359,0.00001629842],"domain_scores_gemma":[0.9999592,0.000007985909,0.00001004726,0.000006457104,0.000009484307,0.000006744926],"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":[0.00004727863,0.00002403388,0.00008656139,0.0001043076,0.000003423148,0.00005031662,0.00001469324,0.000124979,0.9886661,0.000485515,0.0002625768,0.01013031],"study_design_scores_gemma":[0.000004559222,0.00004168212,0.0001495381,0.000004945261,0.000003077217,0.0000843208,0.000009008279,0.0007771024,0.9953744,0.00006121693,0.003485708,0.000004607803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581287,0.008772989,0.1145538,0.001187366,0.0002307987,0.0001473342,0.0004049364,0.0005660773,0.01600807],"genre_scores_gemma":[0.9394905,0.003463266,0.03877601,0.0001745334,0.00002226177,0.00005680099,0.0002526197,0.00004854607,0.01771549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007637088,"threshold_uncertainty_score":0.002554893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00525331387644425,"score_gpt":0.244553564264637,"score_spread":0.2393002503881928,"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."}}