{"id":"W4401622520","doi":"10.1039/d4gc02192d","title":"Green and efficient separation of vanadium and chromium from high-chromium vanadium slag: a review of recent developments","year":2024,"lang":"en","type":"review","venue":"Green Chemistry","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Sichuan Province Science and Technology Support Program; China Postdoctoral Science Foundation; National Natural Science Foundation of China; China Association for Science and Technology","keywords":"Vanadium; Chromium; Materials science; Slag (welding); Metallurgy; Chemical engineering; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.000249511,0.0004383676,0.001357294,0.0000776117,0.00002931292,0.00002066182,0.0001736977,0.0003203776,0.0002007062],"category_scores_gemma":[0.0000299708,0.0003746512,0.0001579455,0.0002425319,0.00005113455,0.00003936294,0.0001043786,0.0004208889,0.00001327852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150558,"about_ca_system_score_gemma":0.0002326457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004656635,"about_ca_topic_score_gemma":0.00003454518,"domain_scores_codex":[0.9981964,0.00003714564,0.0009080482,0.0004143884,0.0002415869,0.0002024428],"domain_scores_gemma":[0.9991416,0.00004692372,0.0002823003,0.0003030507,0.0000647527,0.0001614206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002610379,0.0000238076,0.000001432758,0.3623163,0.0003973201,0.000008113853,0.00003307976,0.000002221274,0.00200645,0.00000496417,0.001215146,0.6339886],"study_design_scores_gemma":[0.0001272973,0.000008354683,0.000008766813,0.07188105,0.001149758,0.00004286139,0.000007835187,0.0001663215,0.001902259,0.000008865975,0.924281,0.0004156232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009176719,0.9960464,0.00002184467,0.0000242494,0.0003661311,0.0003654706,0.0002919878,0.00005752538,0.001908701],"genre_scores_gemma":[0.000233415,0.9980005,0.0003597622,0.00002561301,0.0001601687,0.00002936482,0.0005349685,0.00005363835,0.0006025495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9230658,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649315516828788,"score_gpt":0.2922675786230434,"score_spread":0.2657744234547555,"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."}}