{"id":"W4206346732","doi":"10.3390/met12010091","title":"Recovery and Recycling of Valuable Metals","year":2022,"lang":"en","type":"article","venue":"Metals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Prosperity; Environmental science; Natural resource economics; Environmental ethics; Political science; Economics; Philosophy; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003233508,0.00004872638,0.0001252399,0.00006576434,0.00005582024,0.00001189718,0.00004061416,0.00001335545,0.0009913949],"category_scores_gemma":[0.00003841604,0.0000511316,0.00003058028,0.000123623,0.000007348434,0.0001493816,0.00001922166,0.0000672658,0.00001050836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197119,"about_ca_system_score_gemma":0.000007361492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003673372,"about_ca_topic_score_gemma":0.000001777124,"domain_scores_codex":[0.999561,0.00002906903,0.0001671855,0.00006948483,0.0001083991,0.00006491906],"domain_scores_gemma":[0.9997973,0.00005979536,0.00003265227,0.00007346339,0.00001646236,0.00002035599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002712195,0.00007224287,0.0002006662,0.0002818755,0.0003239517,0.000003354492,0.0007335912,0.6719108,0.287183,0.002028883,0.01955679,0.01767766],"study_design_scores_gemma":[0.0003473745,0.00007508462,0.0002478022,0.000008723844,0.00008675794,0.00002922844,0.0004725832,0.03369617,0.2279246,0.003066038,0.7338004,0.0002452336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837133,0.01204791,0.01120664,0.0001910419,0.0008236059,0.0002072645,0.00003244657,0.0002741456,0.09150364],"genre_scores_gemma":[0.9917929,0.0002534919,0.001552145,0.00006582424,0.00001790849,0.0000255421,0.000005349136,0.00001169639,0.006275118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142437,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427978197490133,"score_gpt":0.2547252811707333,"score_spread":0.230445499195832,"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."}}