{"id":"W3161900189","doi":"10.82308/11715","title":"An investigation into using ionic liquids for rare earth mineral flotation","year":2019,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Rare earth; Mineral; Chemistry; Mineral processing; Mineralogy; Geochemistry; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005245996,0.0003468321,0.0002347178,0.000282774,0.0003034116,0.0005881554,0.0003743998,0.0004860939,0.001409719],"category_scores_gemma":[0.0006108379,0.0001530389,0.0003908516,0.0002315687,0.0002156984,0.0006863078,0.0003750925,0.0003358081,0.0005481367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211744,"about_ca_system_score_gemma":0.000415764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006825969,"about_ca_topic_score_gemma":0.001220974,"domain_scores_codex":[0.9997159,0.00006342712,0.00002356641,0.00004303699,0.0001059471,0.00004810826],"domain_scores_gemma":[0.9997228,0.0001181907,0.00004024909,0.00001391308,0.00008393929,0.00002092431],"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":[0.0001463104,0.00007697599,0.0004142202,0.0003708209,0.00001325531,0.0001054787,0.00006493153,0.0002250135,0.9840443,0.0002688828,0.00008491052,0.01418495],"study_design_scores_gemma":[0.00001372818,0.0008901625,0.0006745212,0.00003409198,0.00002384723,0.000239692,0.00006562314,0.000963132,0.989859,0.00004140055,0.007182494,0.00001227094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698299,0.01042666,0.01051357,0.0003403759,0.00007644757,0.0002506464,0.0001756545,0.0001128972,0.00827388],"genre_scores_gemma":[0.9463708,0.013061,0.02776285,0.0002677761,0.00003947573,0.0001666492,0.0003336496,0.00006558375,0.01193225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001409719,"threshold_uncertainty_score":0.004715919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055893297075827,"score_gpt":0.2635023271758153,"score_spread":0.242943394205057,"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."}}