{"id":"W1602505861","doi":"10.1007/978-3-319-48147-0_14","title":"Cobalt Recovery Through Sulphating Roast of Cu/Co Concentrate of Katanga Mining","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Roasting; Cobalt; Waste management; Copper; Environmental science; Metallurgy; Engineering; Materials science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001567737,0.0002900885,0.0005505701,0.00007125482,0.00002782179,0.0000217521,0.0001397156,0.000267679,0.003639375],"category_scores_gemma":[0.00002502153,0.0002619408,0.0001855908,0.00002650023,0.00005301332,0.0002327855,0.00002730527,0.0003032752,0.0001042778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418686,"about_ca_system_score_gemma":0.00002509531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009708519,"about_ca_topic_score_gemma":0.0000202753,"domain_scores_codex":[0.9986778,0.00001288653,0.0006934479,0.000194986,0.0002225218,0.0001983882],"domain_scores_gemma":[0.9992089,0.0001171862,0.0003107347,0.0002356519,0.00007310662,0.00005437532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001126148,0.0001038762,0.0002301889,0.005487607,0.002841797,0.00004149388,0.002278552,0.01107508,0.1774452,0.3977073,0.06157925,0.3410971],"study_design_scores_gemma":[0.002214895,0.0005147315,0.0001968587,0.006409007,0.000534266,0.00009650302,0.001975028,0.02819998,0.1397347,0.005421408,0.8110732,0.003629384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003577288,0.001034317,0.002385179,0.000007867075,0.0005824738,0.000179052,0.00007048444,0.0001255442,0.9920378],"genre_scores_gemma":[0.3296843,0.002914035,0.020347,0.000175688,0.0005564688,0.000009710183,0.0002959466,0.0002673498,0.6457495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.749494,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848754993288032,"score_gpt":0.2350861459589324,"score_spread":0.2065985960260521,"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."}}