{"id":"W4386650730","doi":"10.1021/acsomega.3c03536","title":"Technical and Economic Comparison between Sodium and Ammonium Agents in the Jarosite Precipitation Process─An Evaluation for Industrial Applications","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Jarosite; Chemistry; Sodium sulfide; Precipitation; Sodium hydroxide; Ammonium hydroxide; Ammonium; Zinc; Ammonium sulfate; Inorganic chemistry; Nuclear chemistry; Chromatography; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0006823678,0.00006015432,0.00008370951,0.00007902642,0.00007090444,0.00006055524,0.00006138151,0.00007720019,7.921647e-7],"category_scores_gemma":[0.00002779486,0.00005111119,0.000009862476,0.0001062551,0.00001385221,0.0001633364,0.000008930968,0.0001217033,0.000006443735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003216958,"about_ca_system_score_gemma":0.0000100584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001072678,"about_ca_topic_score_gemma":0.00006868143,"domain_scores_codex":[0.9995186,0.0000343394,0.0001643621,0.0001175866,0.00007602549,0.00008907946],"domain_scores_gemma":[0.999742,0.0001133825,0.00003138923,0.0000757462,0.00001172166,0.00002576695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000122251,0.0001304363,0.1714749,0.0002690524,0.00007505583,2.952772e-7,0.005045883,0.02666408,0.01810516,0.001358425,0.004044811,0.7727097],"study_design_scores_gemma":[0.00195123,0.0001372856,0.5773658,0.00003014755,0.0001208365,0.000002774628,0.00111164,0.3977025,0.003836893,0.002345636,0.01507158,0.0003237105],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976085,0.00002980828,0.001067549,0.0001720197,0.00006148707,0.0008076177,0.00001454609,0.00007737061,0.0001610758],"genre_scores_gemma":[0.9991063,0.00001433714,0.0001258641,0.00001164814,0.0001546952,0.000409962,0.000161874,0.000008323394,0.0000070316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.772386,"threshold_uncertainty_score":0.2084254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246588471652957,"score_gpt":0.3718309873679949,"score_spread":0.2471721402026991,"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."}}