{"id":"W4200106846","doi":"10.3390/min12010046","title":"Investigations on Strategic Element Recovery by an Underground Membrane Pilot Plant from In-Situ Extracted Bioleaching Solutions","year":2021,"lang":"en","type":"article","venue":"Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Audi Stiftung für Umwelt","keywords":"Permeance; Bioleaching; Nanofiltration; Membrane; Microfiltration; Pilot plant; Chemistry; Membrane technology; Materials science; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105576,0.0001493774,0.0001497179,0.00009930781,0.000105955,0.0001393751,0.00007280486,0.00006651472,0.0003627343],"category_scores_gemma":[0.00003231624,0.0001623615,0.00002646927,0.0002256169,0.00001508304,0.0004111612,0.000008578527,0.0002231835,0.00005160408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009631695,"about_ca_system_score_gemma":0.00006536421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915735,"about_ca_topic_score_gemma":0.004322054,"domain_scores_codex":[0.9990315,0.00007287318,0.0003205032,0.0002258689,0.000138915,0.0002102694],"domain_scores_gemma":[0.9995227,0.0001188822,0.00004085323,0.0001808776,0.00003487213,0.0001017998],"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":[0.000007868442,0.0001792494,0.00002994354,0.00001251688,0.00002789811,0.000009983757,0.0001007787,0.0387246,0.9494314,0.004570227,0.006819377,0.00008613128],"study_design_scores_gemma":[0.002669635,0.0004655874,0.001867361,0.0003540127,0.00008388177,0.00003799567,0.002606667,0.06046444,0.7750267,0.02047295,0.1344031,0.001547622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534334,0.0005372667,0.001927686,0.0005426188,0.0002868696,0.0001111988,0.0002120714,0.0002310334,0.04271785],"genre_scores_gemma":[0.994213,0.0002358852,0.000664785,0.0003895602,0.00008803823,0.00003026091,0.002213561,0.00002196874,0.00214287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1744047,"threshold_uncertainty_score":0.6620908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07194403307659752,"score_gpt":0.2680359089833753,"score_spread":0.1960918759067778,"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."}}