{"id":"W4385985741","doi":"10.1080/01490451.2023.2243930","title":"Column Bioleaching of Nickel from Sulfidic Samples with Different Nickel and Magnesium Content","year":2023,"lang":"en","type":"article","venue":"Geomicrobiology Journal","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioleaching; Magnesium; Jarosite; Leaching (pedology); Metallurgy; Chemistry; Nickel; Mesophile; Environmental chemistry; Materials science; Mineralogy; Environmental science; Geology; Bacteria; Copper","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":[0.0002755146,0.0001841034,0.0003457994,0.0001632597,0.0001339985,0.00004145624,0.000133847,0.0001206463,0.0001105838],"category_scores_gemma":[0.00002760274,0.0001300169,0.00007292909,0.00008981914,0.0001050989,0.00007933448,0.00004979644,0.0004590364,0.00002575993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394787,"about_ca_system_score_gemma":0.00001642303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000969551,"about_ca_topic_score_gemma":0.0001038814,"domain_scores_codex":[0.9990134,0.00008944198,0.0003677229,0.0001671047,0.00005807945,0.0003042427],"domain_scores_gemma":[0.9994814,0.0001370814,0.0001206005,0.0001219449,0.00003527302,0.000103664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006131029,0.00002022015,0.02420602,0.00002933246,0.0001391932,0.00001349949,0.000163454,0.0003079474,0.9688411,0.00004481049,0.0007163136,0.005456799],"study_design_scores_gemma":[0.007707259,0.000945015,0.7651967,0.0005127073,0.0003959338,0.002864485,0.004558663,0.005474703,0.1922702,0.0006679705,0.0178672,0.001539157],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958945,0.000920442,0.002080582,0.000150652,0.0005987504,0.00008200278,0.00008315761,0.00009932887,0.00009060909],"genre_scores_gemma":[0.9984761,0.0005385992,0.0004878711,0.00005877826,0.0001228002,0.000002577151,0.00006555478,0.00002315324,0.0002245389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7765709,"threshold_uncertainty_score":0.5301937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818274893370215,"score_gpt":0.2093019183074032,"score_spread":0.1811191693737011,"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."}}