{"id":"W2926040647","doi":"10.3390/min9040204","title":"Confirmation of Interlayer Sulfidization of Malachite by TOF-SIMS and Principal Component Analysis","year":2019,"lang":"en","type":"article","venue":"Minerals","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fok Ying Tung Education Foundation; Central South University; Fok Ying Tong Education Foundation; National Natural Science Foundation of China; Kunming University of Science and Technology; China Postdoctoral Science Foundation; State Key Laboratory of Mineral Processing Science and Technology","keywords":"Malachite; Secondary ion mass spectrometry; Chemistry; Ion; Analytical Chemistry (journal); Mass spectrometry; Mineralogy; Chromatography; Copper; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929935,0.0009114987,0.000334667,0.001038436,0.0003844242,0.0004237434,0.0003078308,0.0003406841,0.001605785],"category_scores_gemma":[0.0006014809,0.0002250457,0.0003752382,0.0006185796,0.0003703703,0.0004431663,0.0003909647,0.0004896391,0.0003529813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239129,"about_ca_system_score_gemma":0.0003946469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990956,"about_ca_topic_score_gemma":0.002466372,"domain_scores_codex":[0.999663,0.00002652614,0.00001751989,0.0000770726,0.0001680773,0.00004784565],"domain_scores_gemma":[0.9996632,0.00004339455,0.0000565438,0.00002456302,0.0001869865,0.00002532949],"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":[0.0001175975,0.00001492238,0.003943341,0.00008162062,0.0000167643,0.00007215301,0.00009038026,0.00006049406,0.9900031,0.0001215416,0.00005558425,0.00542254],"study_design_scores_gemma":[0.000004964592,0.00009445533,0.02296498,0.000004974241,0.00002664438,0.0001807612,0.0001363515,0.003030277,0.9722245,0.000119946,0.001199959,0.00001207026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564042,0.0005214909,0.03926288,0.00007804676,0.00004083872,0.00008498811,0.0007785386,0.000474192,0.002354854],"genre_scores_gemma":[0.9695268,0.0003331231,0.02803826,0.00004663349,0.00001604854,0.00005297612,0.000575236,0.00008095401,0.001329798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990956,"threshold_uncertainty_score":0.005371869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562755111825138,"score_gpt":0.2390596468129295,"score_spread":0.2304968917011043,"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."}}