{"id":"W2098974349","doi":"10.1016/j.mineng.2013.01.011","title":"A TOF-SIMS surface chemical analytical study of rare earth element minerals from micro-flotation tests products","year":2013,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Avalon Rare Metals","keywords":"Reagent; Gangue; Chemistry; Mineral; Rare-earth element; Mineralogy; Depressant; Secondary ion mass spectrometry; Earth (classical element); Analytical Chemistry (journal); Metallurgy; Environmental chemistry; Rare earth; Materials science; Mass spectrometry; Chromatography","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":[0.0001265631,0.0002722239,0.0001669761,0.0005495441,0.0004322832,0.0001813849,0.0003007216,0.0003001401,0.003045835],"category_scores_gemma":[0.0002305746,0.0001178483,0.0002467146,0.0002588491,0.0002092932,0.0003545825,0.0001613688,0.0002752765,0.0005229528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835751,"about_ca_system_score_gemma":0.0002483724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486731,"about_ca_topic_score_gemma":0.002199004,"domain_scores_codex":[0.9998957,0.000006053748,0.000006004753,0.0000224861,0.00005503778,0.000014756],"domain_scores_gemma":[0.9998486,0.00004047338,0.00001333967,0.00001088161,0.0000690876,0.0000175397],"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":[0.0001337245,0.00002934788,0.001023671,0.00001554981,0.000003188997,0.00006811928,0.00002726311,0.00006332918,0.9957742,0.00004365376,0.00008300618,0.002734871],"study_design_scores_gemma":[0.000006340558,0.0002420699,0.01214843,0.000002124329,0.000006718022,0.000279006,0.00007035805,0.001205387,0.9849184,0.00003808941,0.001078294,0.000004867868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927225,0.0001994129,0.003501773,0.00004822346,0.00001124847,0.00002838033,0.000677458,0.00009163475,0.002719365],"genre_scores_gemma":[0.9916875,0.0001265403,0.004109407,0.0000216192,0.000006299987,0.00001291412,0.0009786952,0.00002319687,0.003033847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003045835,"threshold_uncertainty_score":0.01018929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374085270733771,"score_gpt":0.2378194979803505,"score_spread":0.2240786452730127,"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."}}