{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000483858,0.000427114,0.0003202679,0.0003296628,0.0001580807,0.0005201707,0.0001125035,0.0003150345,0.0008444641],"category_scores_gemma":[0.00001755094,0.0003254685,0.00003398673,0.0001070847,0.00003922959,0.0003369534,0.0000145895,0.0003253293,0.00004426617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190653,"about_ca_system_score_gemma":0.0005415538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002328703,"about_ca_topic_score_gemma":0.2180524,"domain_scores_codex":[0.9988509,0.000001348061,0.000289786,0.0003921444,0.0001451181,0.000320678],"domain_scores_gemma":[0.9992425,0.00004975736,0.00005849181,0.0001437212,0.0002899699,0.000215523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002642237,0.0001922524,0.002411845,0.2706547,0.0114754,0.00516639,0.01479743,0.01159409,0.01397331,0.3579391,0.1851737,0.1239796],"study_design_scores_gemma":[0.001039816,0.0003707005,0.00009334656,0.003728781,0.0006240709,0.0006259742,0.000192524,0.004929351,0.01019206,0.00221462,0.9733216,0.002667168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004201119,0.004647586,0.006621228,0.0004027133,0.0006641036,0.001378178,0.000179323,0.001354107,0.9843326],"genre_scores_gemma":[0.1303373,0.0007090638,0.0005909719,0.0002949867,0.0003531915,0.0001657208,0.0002449877,0.0002806568,0.8670231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7881479,"threshold_uncertainty_score":0.9999197,"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."}}