{"id":"W2520153187","doi":"10.1515/htmp-2015-0208","title":"Thermodynamic Analysis of the Selective Reduction of a Nickeliferous Limonitic Laterite Ore by Hydrogen","year":2016,"lang":"en","type":"article","venue":"High Temperature Materials and Processes","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laterite; Ferroalloy; Pyrometallurgy; Metallurgy; Nickel; Materials science; Hydrogen; Chemistry; Smelting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008882464,0.0001084915,0.0002441405,0.00006255577,0.00004361021,0.00002408162,0.00006786527,0.00008334866,0.00005714583],"category_scores_gemma":[0.00002292311,0.00005399579,0.00003326489,0.0003083276,0.00004153007,0.00009222286,0.00001264855,0.00003994538,5.991467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001045988,"about_ca_system_score_gemma":0.00001245749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000356212,"about_ca_topic_score_gemma":0.000009991178,"domain_scores_codex":[0.9994682,0.00004348796,0.0002024392,0.0001146316,0.00008366804,0.00008758617],"domain_scores_gemma":[0.9997048,0.00002314315,0.00007767494,0.0001006687,0.00007460888,0.00001910623],"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":[0.00002277471,0.00001153638,0.00008946355,0.0002192655,0.0002380382,1.27544e-7,0.0001425837,0.00002906267,0.9988679,0.00004649031,0.00003463855,0.0002980919],"study_design_scores_gemma":[0.00009907917,0.00002377492,0.00255001,0.00009053459,0.0002089405,0.000005710592,0.0000251948,0.00001619847,0.9967157,0.00009673747,0.00008627482,0.0000818843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987963,0.0006075272,0.00001323637,0.00005952416,0.0001499982,0.00008568283,0.0002089921,0.00003657626,0.00004211382],"genre_scores_gemma":[0.999301,0.000507925,0.00001838717,0.000008941923,0.00003251573,0.000008732928,0.00001703029,0.00001219186,0.00009329779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002460546,"threshold_uncertainty_score":0.2201884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00341123000574458,"score_gpt":0.1876950122122052,"score_spread":0.1842837822064606,"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."}}