{"id":"W4250593021","doi":"10.1007/bf03402334","title":"New d","year":2012,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kemetco Research (Canada)","funders":"","keywords":"Roasting; Manganese; Environmentally friendly; Work (physics); Environmental science; Process engineering; High energy; Waste management; Low energy; Materials science; Engineering; Metallurgy; Engineering physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008622524,0.001074449,0.0004524198,0.002496628,0.001525729,0.004296068,0.00139621,0.00193599,0.5069136],"category_scores_gemma":[0.001977322,0.0004124856,0.0007143691,0.00124609,0.001064364,0.002247977,0.003123335,0.001995818,0.3522383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133003,"about_ca_system_score_gemma":0.002553238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844681,"about_ca_topic_score_gemma":0.005310489,"domain_scores_codex":[0.9990811,0.00007465151,0.00003538347,0.000215146,0.000468847,0.0001247917],"domain_scores_gemma":[0.9986644,0.0001177,0.00007635148,0.0003138949,0.000507449,0.0003203393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001273637,0.0001297652,0.0007906477,0.0002923269,0.00001840267,0.0003267753,0.0001296975,0.0002261066,0.01015266,0.03173473,0.4487042,0.5073674],"study_design_scores_gemma":[0.000008142058,0.0000156125,0.0003685289,0.00003200731,0.000004052743,0.0001504348,0.00004871176,0.00009714541,0.001104229,0.001813095,0.9963524,0.000005587513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002153496,0.002127807,0.008342059,0.004245928,0.005217537,0.0001660103,0.001588131,0.00123099,0.9749281],"genre_scores_gemma":[0.006690206,0.001642517,0.002925106,0.001573708,0.0005627366,0.00008463881,0.00124275,0.0001934516,0.985085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5069136,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04601554501864046,"score_gpt":0.2596279573262434,"score_spread":0.213612412307603,"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."}}