{"id":"W4404494981","doi":"10.1007/978-3-031-67398-6_215","title":"Exploring Chemical Soaking: A Promising Alternative to Acid Baking for Canadian Rare Earth Ores","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":"Rare earth; Earth (classical element); Earth science; Environmental science; Geology; Mathematics","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":[0.00005697014,0.0002984738,0.0002468852,0.0003701383,0.00008081155,0.000199446,0.0001299172,0.000148286,0.000480693],"category_scores_gemma":[0.00003086298,0.000307473,0.0001033407,0.0000488669,0.00001156735,0.0002532799,0.00002231455,0.0003050858,0.0002448644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071354,"about_ca_system_score_gemma":0.0001119093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396496,"about_ca_topic_score_gemma":0.01330581,"domain_scores_codex":[0.9989605,0.000001309737,0.0002683958,0.0003242904,0.0001568777,0.000288642],"domain_scores_gemma":[0.9994365,0.00004161735,0.00002839012,0.0001352005,0.0001019271,0.0002563532],"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":[0.00005396605,0.000009889361,0.000002138145,0.002446946,0.0008789085,0.00016604,0.00676174,0.007751713,0.02410809,0.8883672,0.0227812,0.04667221],"study_design_scores_gemma":[0.00009284893,0.00001740908,4.281034e-7,0.0005517632,0.00003507043,0.0000148758,0.0000973834,0.004438071,0.05066287,0.004992803,0.938616,0.000480519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003452889,0.0004086144,0.005363831,0.000265984,0.001079014,0.0005735798,0.00007478669,0.0005710236,0.9913179],"genre_scores_gemma":[0.1922134,0.0001533556,0.005880828,0.0004271981,0.001599045,0.0004317016,0.000142717,0.0003801529,0.7987716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9158347,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045840152230512,"score_gpt":0.2732075811894765,"score_spread":0.1686235659664254,"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."}}