{"id":"W4389563192","doi":"10.7185/gold2023.16527","title":"Critical metals in zinc ores: distribution and oxidation state of germanium in hydrothermally-synthesized and natural sphalerite","year":2023,"lang":"en","type":"article","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Sphalerite; Zinc; Germanium; Metallurgy; Materials science; Silicon; Pyrite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008849934,0.0001104429,0.0001163556,0.0002048478,0.0001553217,0.0002227961,0.0002259366,0.0001770219,0.000790949],"category_scores_gemma":[0.0001778509,0.0001073679,0.00009811737,0.0001078502,0.0002894425,0.0001709792,0.0001467549,0.0001807446,0.0001222116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023345,"about_ca_system_score_gemma":0.0001892071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005362942,"about_ca_topic_score_gemma":0.008032109,"domain_scores_codex":[0.9999485,0.000004395326,0.000003176517,0.00001722375,0.00001321367,0.00001345572],"domain_scores_gemma":[0.9999459,0.00001685864,0.00001012603,0.000003865337,0.00001478696,0.000008454677],"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":[0.0005455044,0.00001410675,0.002058403,0.00002806632,0.000006240074,0.00004667366,0.0000661113,0.0001950161,0.9957153,0.0001211551,0.00003138569,0.001171888],"study_design_scores_gemma":[0.00001656255,0.0001066998,0.01014093,0.00000324889,0.000007640388,0.00005300224,0.0001346071,0.001464679,0.9874983,0.00007231419,0.0004967524,0.000005108287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99899,0.00006842992,0.0003113294,0.00001041957,0.000001669671,0.000002239228,0.00009504188,0.000005573544,0.0005152737],"genre_scores_gemma":[0.9992805,0.00002885,0.000104778,0.000003586196,5.525833e-7,8.717465e-7,0.00007831609,0.000002821427,0.0004997021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005362942,"threshold_uncertainty_score":0.01066345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018205415102446,"score_gpt":0.2518413049652792,"score_spread":0.2416592508142547,"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."}}