{"id":"W2373079116","doi":"","title":"Industrial Practice of Recovery Nickel from the Villamaninite Washing Pulp","year":2012,"lang":"en","type":"article","venue":"Nonferrous Metals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Nickel; Pulp and paper industry; Pulp (tooth); Metallurgy; Waste management; Environmental science; Engineering; Materials science; Medicine; Dentistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000574501,0.0001227056,0.0001875148,0.00004096144,0.00006477848,0.00005279141,0.0001459239,0.000123546,0.0003529133],"category_scores_gemma":[0.0008376137,0.00009340566,0.00007008266,0.0001707453,0.00002109394,0.001028503,0.0000208955,0.0002602376,0.0001848664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002428464,"about_ca_system_score_gemma":0.00002672523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009001293,"about_ca_topic_score_gemma":0.000021203,"domain_scores_codex":[0.9990591,0.000100736,0.0003252127,0.000094013,0.0002262279,0.0001947217],"domain_scores_gemma":[0.9986624,0.0008438896,0.0001261268,0.0002243312,0.00008153306,0.00006171239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001026488,0.001680715,0.01284578,0.0003383851,0.005681882,0.00002086775,0.03609886,0.07353652,0.3867058,0.01956517,0.3076832,0.1548163],"study_design_scores_gemma":[0.0006358288,0.00004671481,0.0009186518,0.00004292705,0.0002644604,0.00002783627,0.002614596,0.001510828,0.05585887,0.0002588992,0.9374802,0.0003402036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6148582,0.006064948,0.01334183,0.000682176,0.005295875,0.0004630523,0.00007694859,0.0004319108,0.3587851],"genre_scores_gemma":[0.9971596,0.0002552367,0.0009266338,0.0003171149,0.0006416119,0.00001384579,0.00001942782,0.00002555024,0.0006409622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.629797,"threshold_uncertainty_score":0.3864153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05380435988041458,"score_gpt":0.2810479562325395,"score_spread":0.2272435963521249,"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."}}