{"id":"W2616925108","doi":"","title":"Hydrometallurgical Processing of Jarosite to Value-added Products","year":2016,"lang":"en","type":"article","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Outotec (Canada)","funders":"","keywords":"Jarosite; Value (mathematics); Business; Metallurgy; Computer science; Chemistry; Mineralogy; Materials science","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":[0.0001412425,0.00008016475,0.0001201763,0.00007205021,0.00001823967,0.0000120507,0.0000706442,0.00003302622,0.0002342271],"category_scores_gemma":[0.00005324054,0.0000458194,0.00002996851,0.0001816925,0.00001200472,0.0001317028,0.00001639311,0.00004478517,0.0001543267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597919,"about_ca_system_score_gemma":0.000006884499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003071461,"about_ca_topic_score_gemma":9.701042e-7,"domain_scores_codex":[0.999443,0.00001127739,0.0001670535,0.0001221514,0.0001236654,0.0001328537],"domain_scores_gemma":[0.9997565,0.00001593055,0.00001653535,0.0001135224,0.00002770134,0.00006988418],"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":[0.000005324052,0.00001559367,0.00002416921,0.00004528665,0.000008665796,7.883743e-7,0.00004048822,0.0002694639,0.9357586,0.0005585913,0.0002695032,0.06300353],"study_design_scores_gemma":[0.0003544522,0.00006499492,0.002326178,0.0001467499,0.00001589932,0.00001901985,0.00002461647,0.007208544,0.9183879,0.00009459356,0.07107129,0.0002856978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976431,0.0001119565,0.05423636,0.0007433554,0.0002678729,0.0001777627,0.000002058702,0.0004073891,0.04641016],"genre_scores_gemma":[0.9917825,0.000006174751,0.005189181,0.00004800456,0.00005958796,0.000003890488,5.342171e-7,0.00001258828,0.00289753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09413942,"threshold_uncertainty_score":0.2564623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146741572434624,"score_gpt":0.2174353109195029,"score_spread":0.2059678951951566,"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."}}