{"id":"W3197235101","doi":"10.3749/canmin.2000085","title":"Cationic substitutions in sphalerite from the Porgera mine, Papua New Guinea","year":2021,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sphalerite; Solid solution; Chemistry; Muscovite; Crystallography; Analytical Chemistry (journal); Mineralogy; Quartz; Materials science; Metallurgy; Pyrite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375476,0.0001088578,0.0001000168,0.00004115887,0.0001957598,0.0001078001,0.0002000657,0.0000591741,0.0005486312],"category_scores_gemma":[0.000122689,0.00007403756,0.00004862667,0.0003189353,0.00005772849,0.00007034607,0.000009800968,0.0002728656,0.0001383074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007131,"about_ca_system_score_gemma":0.000372332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5651188,"about_ca_topic_score_gemma":0.9844235,"domain_scores_codex":[0.9993163,0.00005013184,0.0001835708,0.0001256875,0.00008282524,0.0002414923],"domain_scores_gemma":[0.9993696,0.00007741689,0.00001829493,0.0003396566,0.00002552746,0.000169503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001384795,0.00006194129,0.02908709,0.00003184019,0.0002705194,0.0006649286,0.003107452,0.09971098,0.05595618,0.06569156,0.6875201,0.05788352],"study_design_scores_gemma":[0.0002597881,0.000003208634,0.137472,0.00002669779,0.0000228924,0.00004071094,0.000199713,0.005641887,0.0003742877,0.0006336537,0.8550906,0.0002345459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8155503,0.009989747,0.0007193884,0.05933027,0.002683983,0.0004017616,0.0003055729,0.0001970452,0.1108219],"genre_scores_gemma":[0.9918929,0.0001123707,0.0002594407,0.001659132,0.0003708734,0.000007989031,0.0002014887,0.00001327592,0.00548256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4193047,"threshold_uncertainty_score":0.6007127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504155258867755,"score_gpt":0.2155931939668473,"score_spread":0.1905516413781697,"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."}}