{"id":"W4231746548","doi":"10.1002/9781118755341.ch6","title":"Cobalt","year":2013,"lang":"es","type":"other","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Geological Survey","keywords":"Cobalt; Cobalt extraction techniques; Nickel; Environmental science; Metallurgy; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002135025,0.0001955,0.0001741124,0.0001015505,0.0000242939,0.0001127848,0.00009279944,0.0002584413,0.3159863],"category_scores_gemma":[0.00001151277,0.0001763694,0.00004642726,0.00008391246,0.00001556531,0.00009269651,0.000008879776,0.0001555152,0.08901165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002218244,"about_ca_system_score_gemma":0.00001994017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521149,"about_ca_topic_score_gemma":0.00001769892,"domain_scores_codex":[0.9994236,0.00000749438,0.0001691039,0.0001470409,0.0001088747,0.0001439499],"domain_scores_gemma":[0.999667,0.00002177336,0.00004239297,0.0001589074,0.00003544346,0.00007443198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[3.98273e-7,0.00001228621,0.00001975521,0.0001681145,0.00004662831,8.195012e-7,0.00001481071,0.0001572801,0.0002005954,0.04466338,0.9509585,0.00375738],"study_design_scores_gemma":[0.00007793692,0.000006988122,0.00007244014,0.00004406987,0.00001144153,0.000003209956,0.0000206539,0.002413668,0.0003760877,0.00006195689,0.996691,0.0002204887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001335596,0.0009298236,0.008636919,0.0001194436,0.0008215081,0.0001355856,0.000004823397,0.0004770284,0.9888615],"genre_scores_gemma":[0.001986471,0.001527254,0.0008083658,0.0002159541,0.0003445547,0.00001954431,0.00001727882,0.0001585653,0.994922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2269747,"threshold_uncertainty_score":0.9116977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056924999562885,"score_gpt":0.2434642114300965,"score_spread":0.2328949614344676,"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."}}