{"id":"W3001296641","doi":"10.1007/978-3-030-36758-9_12","title":"An Innovative Process for Extracting Scandium from Nickeliferous Laterite Ore","year":2020,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Laterite; Metallurgy; Materials science; Smelting; Slag (welding); Nickel; Cracking; Pyrometallurgy; Phase (matter); Metal; Composite material; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003121561,0.000807446,0.00114228,0.0001283118,0.0002154218,0.0004590589,0.000476738,0.0004947725,0.0005020004],"category_scores_gemma":[0.00003487072,0.0006563147,0.0001176966,0.0001206868,0.0001211966,0.0007581512,0.00007372217,0.0002622686,0.00006858218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005402145,"about_ca_system_score_gemma":0.00007359398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000638488,"about_ca_topic_score_gemma":0.0001120614,"domain_scores_codex":[0.997606,0.00006140093,0.0009832346,0.0005968378,0.0003167845,0.0004357769],"domain_scores_gemma":[0.9984636,0.00009403499,0.0004340248,0.0005521618,0.0003470946,0.0001090403],"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":[0.0003504417,0.00001562433,0.000005061728,0.00114166,0.0007103423,0.00002675531,0.001588883,0.0004732744,0.9872475,0.005523879,0.002031629,0.0008849534],"study_design_scores_gemma":[0.001004371,0.0004149523,0.0001161673,0.0008441916,0.0008474914,0.00005516121,0.0003959037,0.0006654086,0.6780427,0.0260572,0.2890672,0.002489245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103751,0.007143089,0.003833252,0.0009363583,0.009144248,0.006458411,0.01417645,0.003620748,0.04431241],"genre_scores_gemma":[0.9608894,0.0006126788,0.0008414506,0.0003711749,0.003555591,0.0003645544,0.005479472,0.0006192464,0.02726643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092048,"threshold_uncertainty_score":0.9995888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839094158659144,"score_gpt":0.2548239725305134,"score_spread":0.226433030943922,"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."}}