{"id":"W3201640375","doi":"10.5382/segnews.2003-54.fea","title":"Nickel Laterites: A Review","year":2003,"lang":"en","type":"review","venue":"SEG Discovery","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Laterite; Nickel; Silicate; Weathering; Geology; Smelting; Leaching (pedology); Ferroalloy; Pyrometallurgy; Geochemistry; Metallurgy; Mineralogy; Materials science; Chemistry; Soil science; Soil water","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002266792,0.0003977352,0.001264432,0.00008172925,0.0000320164,0.00009276416,0.0001851337,0.0001907157,0.0003045864],"category_scores_gemma":[0.00003005953,0.0002937022,0.0005968378,0.0002313509,0.00001442113,0.0002597189,0.00002501096,0.0004829904,0.0009901106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008128655,"about_ca_system_score_gemma":0.000050683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001986797,"about_ca_topic_score_gemma":0.000001252788,"domain_scores_codex":[0.9987305,0.00009739859,0.0005233369,0.0002605993,0.0001435457,0.0002445928],"domain_scores_gemma":[0.9993807,0.00004235159,0.00009519889,0.0004034531,0.000008213122,0.00007007831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.391031e-7,0.000009287407,5.803696e-8,0.1259834,0.00009619282,0.000009427129,0.000001894001,0.000001870359,0.000001090393,0.00009803057,0.0131137,0.8606849],"study_design_scores_gemma":[0.00002306282,0.000004552663,7.997964e-8,0.06171672,0.0003344979,0.0000603924,0.000001408777,0.000004577272,5.220192e-7,0.000006382423,0.937517,0.00033081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.281531e-7,0.9774517,0.0001855888,0.000004404321,0.001097131,0.0003757046,0.00005353008,0.0001675978,0.02066405],"genre_scores_gemma":[2.035428e-7,0.9919765,0.00008669298,0.000228487,0.0001396915,0.00005162898,0.0001697605,0.00008094427,0.007266103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9244033,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263290961875447,"score_gpt":0.3100193645705143,"score_spread":0.2673864549517598,"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."}}