{"id":"W3033731286","doi":"10.1016/j.mineng.2020.106481","title":"Indium pre-enrichment from a Canadian sulphide ore via flotation technique","year":2020,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Higher Education Discipline Innovation Project; China Academy of Space Technology; Central South University; Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Sphalerite; Sulfide; Indium; Metallurgy; Mineral; Mineral processing; Sulfide minerals; Metal; Chemistry; Materials science; Pyrite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001103843,0.0002385993,0.000291237,0.0003951832,0.001031717,0.0003353479,0.0002912401,0.0002661983,0.0006408035],"category_scores_gemma":[0.000143043,0.00009662803,0.0002033393,0.0002557795,0.0002362257,0.0001634527,0.000207076,0.0004706099,0.0001775822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209168,"about_ca_system_score_gemma":0.00209821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1487378,"about_ca_topic_score_gemma":0.3427108,"domain_scores_codex":[0.9999293,0.000002271945,0.000002792183,0.00001090725,0.00003276214,0.00002194082],"domain_scores_gemma":[0.9999623,0.000004311089,0.000003669333,0.000002987708,0.00001935871,0.000007412497],"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":[0.00009056358,0.00001535208,0.0003403908,0.00004035129,0.000005062245,0.00007765404,0.00005949633,0.0002756748,0.9955965,0.0001097406,0.00008047443,0.003308793],"study_design_scores_gemma":[0.000005809083,0.00007838368,0.004404919,0.000005413061,0.00001632273,0.00006307153,0.0000678604,0.0008160634,0.9923701,0.0000347208,0.002129257,0.000007955226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951407,0.0002718318,0.001726558,0.00007793737,0.00002011791,0.00002285357,0.0001033108,0.00003351274,0.002603113],"genre_scores_gemma":[0.9892612,0.0004258154,0.00361711,0.00002478425,0.000005564176,0.000007701128,0.0001511187,0.00001559201,0.006491232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8512622,"threshold_uncertainty_score":0.2957441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008614939970575027,"score_gpt":0.2055692963915152,"score_spread":0.1969543564209402,"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."}}