{"id":"W2023594221","doi":"10.1149/1.3367905","title":"Fine Structure in XPS and XANES Spectra Acquired from a Series of Sphalerite Samples","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Sphalerite; XANES; X-ray photoelectron spectroscopy; Spectral line; Ferric; Chemistry; Dissolution; Analytical Chemistry (journal); Chemical state; Pyrite; Crystallography; Materials science; Inorganic chemistry; Mineralogy; Physical chemistry; Nuclear magnetic resonance; Environmental 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003172112,0.00008883567,0.0001282732,0.00006865399,0.00003626376,0.00001691938,0.00004133629,0.00007499914,0.0009549888],"category_scores_gemma":[0.000006345308,0.0000838981,0.00003058799,0.00009736992,0.00003701585,0.0001740467,0.000001229933,0.0001921289,0.000001801918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000494685,"about_ca_system_score_gemma":0.000005512233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870748,"about_ca_topic_score_gemma":0.009169539,"domain_scores_codex":[0.9995996,0.000008910209,0.0001507286,0.00009389211,0.0000547697,0.00009209839],"domain_scores_gemma":[0.9998052,0.00003634205,0.00001575677,0.0000963112,0.000008077805,0.00003828885],"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":[0.00001262401,0.00001565715,0.0005790775,0.00003177801,0.00002488875,0.00000187492,0.0004754719,0.001635551,0.9866343,0.0001117325,0.000009318701,0.01046776],"study_design_scores_gemma":[0.001070703,0.00005560467,0.2329006,0.00007622936,0.00007636548,0.00008700349,0.000697885,0.00802449,0.7194499,0.002096212,0.03493948,0.0005255037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925975,0.0002086779,0.005988433,0.00009282884,0.0004215752,0.00005910979,0.0001654446,0.00007659011,0.0003898712],"genre_scores_gemma":[0.9943854,0.00007018147,0.00539517,0.000004509551,0.00005411293,0.000002606159,0.00001321071,0.00001119086,0.00006357947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671844,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008801315274673465,"score_gpt":0.2006230641804052,"score_spread":0.1918217489057318,"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."}}