{"id":"W2056767168","doi":"10.1179/174328508x272317","title":"Transformational roasting in the treatment of metallurgical wastes","year":2008,"lang":"en","type":"article","venue":"Mineral Processing and Extractive Metallurgy Transactions of the Institutions of Mining and Metallurgy Section C","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Roasting; Metallurgy; Materials science; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003406602,0.0002191867,0.0004047486,0.0002748529,0.0003887452,0.00001693985,0.0001198621,0.0001016833,0.00002690393],"category_scores_gemma":[0.00003496101,0.0001374292,0.0002074843,0.0004843061,0.0005174333,0.0004663524,0.000004111266,0.0001998119,2.586528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003481032,"about_ca_system_score_gemma":0.00007598048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001877627,"about_ca_topic_score_gemma":0.000168569,"domain_scores_codex":[0.998651,0.0001162229,0.0006264448,0.0001798905,0.0002571248,0.0001692681],"domain_scores_gemma":[0.9993402,0.0001980733,0.0001809073,0.0001466971,0.00008723212,0.00004684519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003615178,0.002634194,0.0006205973,0.0008845564,0.001115095,0.00001052307,0.03870086,0.5620179,0.1907111,0.001561438,0.00001214866,0.2013701],"study_design_scores_gemma":[0.009724705,0.002593549,0.07085762,0.001544754,0.003044451,0.004339926,0.03574676,0.7199823,0.09291654,0.0002936074,0.05686865,0.002087089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417015,0.00170928,0.05371464,0.0001154896,0.0002636868,0.0001773486,0.00001206994,0.00002892938,0.00227711],"genre_scores_gemma":[0.9962949,0.0008611924,0.002557621,0.000007602262,0.00004223496,0.00003195724,0.000005096837,0.00001114822,0.0001882674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199283,"threshold_uncertainty_score":0.5604199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492559764135954,"score_gpt":0.2558507396135914,"score_spread":0.2109251419722319,"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."}}