{"id":"W2514592920","doi":"10.1002/jrs.5011","title":"Shell‐isolated nanoparticle‐enhanced Raman spectroscopy characterization of oxide ores during thiosulfate‐mediated gold leaching","year":2016,"lang":"en","type":"article","venue":"Journal of Raman Spectroscopy","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada); University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Barrick Gold Corporation","keywords":"Thiosulfate; Leaching (pedology); Raman spectroscopy; Polysulfide; Oxide; Chemistry; Metal; Inorganic chemistry; Dissolution; Nanoparticle; Electrolyte; Sulfur; Materials science; Nanotechnology; Electrode; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002194789,0.0002744769,0.0002429517,0.0001823351,0.0001749939,0.000203784,0.0002027981,0.000243647,0.0005990806],"category_scores_gemma":[0.000265541,0.0002171109,0.0002224465,0.0001143826,0.0003197817,0.0002004816,0.0002364122,0.0002821247,0.0001634067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559737,"about_ca_system_score_gemma":0.0001447791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005211371,"about_ca_topic_score_gemma":0.001317499,"domain_scores_codex":[0.9998641,0.00001466207,0.000007749421,0.00002982275,0.00006251114,0.00002121023],"domain_scores_gemma":[0.999885,0.00003050041,0.00002843536,0.000009588797,0.00003683011,0.000009598972],"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":[0.00001914482,0.000002416577,0.00006848195,0.00001198115,0.000001253154,0.00001751073,0.00002909106,0.00002692989,0.9994045,0.00001105608,0.000004892577,0.0004025695],"study_design_scores_gemma":[0.000001587595,0.00004722076,0.001263779,0.000001166166,0.000002568998,0.00003231402,0.00002850511,0.000314007,0.9981101,0.00001280159,0.0001838302,0.00000212749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948826,0.0001301131,0.004105368,0.00002101582,0.00001051017,0.00001736431,0.00005761409,0.00004381502,0.0007316362],"genre_scores_gemma":[0.9906302,0.0002086666,0.00568759,0.00002773104,0.000005822761,0.00002747728,0.0001256408,0.00003428639,0.003252649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005990806,"threshold_uncertainty_score":0.002004147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005474890348021428,"score_gpt":0.2153809388932885,"score_spread":0.2099060485452671,"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."}}