{"id":"W2810658179","doi":"10.3390/min8070273","title":"Recovery of Residual Silver-Bearing Minerals from Low-Grade Tailings by Froth Flotation: The Case of Zgounder Mine, Morocco","year":2018,"lang":"en","type":"article","venue":"Minerals","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Tailings; Xanthate; Froth flotation; Arsenopyrite; Pyrite; Chemistry; Hematite; Chalcopyrite; Sphalerite; Metallurgy; Mineralogy; Nuclear chemistry; Environmental chemistry; Materials science; Inorganic chemistry; Copper","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003057141,0.0002001166,0.000316832,0.00008499751,0.00007696989,0.00003955365,0.0001711931,0.00009692238,0.0004015723],"category_scores_gemma":[0.0001152329,0.0001522942,0.000110606,0.0001952108,0.00009998723,0.0002234226,0.00003260186,0.0001743263,0.00002366756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002881897,"about_ca_system_score_gemma":0.00001504983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560933,"about_ca_topic_score_gemma":0.0006325955,"domain_scores_codex":[0.9987628,0.0000716808,0.000548471,0.0002143808,0.0001843967,0.0002182074],"domain_scores_gemma":[0.9991313,0.0002353515,0.0001514357,0.0003319419,0.00008629164,0.00006368913],"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":[0.00002501612,0.00003572997,0.00008560779,0.00004748762,0.000093126,0.00001932057,0.0004332726,0.001265082,0.9642196,0.00004816239,0.03277704,0.0009505541],"study_design_scores_gemma":[0.0008040813,0.0001191497,0.0002539856,0.0001339899,0.00008836966,0.00009904597,0.000688037,0.01467829,0.970767,0.0003431445,0.01164794,0.0003769447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938246,0.0007315978,0.0004765335,0.0001574829,0.0004693612,0.0001716818,0.0001059421,0.00007181582,0.003990987],"genre_scores_gemma":[0.99426,0.00003940462,0.001687355,0.0001332138,0.000467644,0.000009727362,0.00005466387,0.00003361201,0.003314337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112911,"threshold_uncertainty_score":0.6210379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755285468481274,"score_gpt":0.2466145888233721,"score_spread":0.2290617341385593,"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."}}