{"id":"W4366506712","doi":"10.11159/iceptp23.105","title":"Entrapment of Nickel in Ferrochrome Ash by Native Lysinibacilus sp Bacteria","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Technology Karnataka, Surathkal","keywords":"Ferrochrome; Nickel; Metallurgy; Bacteria; Materials science; Chemistry; Waste management; Engineering; Geology; Smelting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001141081,0.0002237161,0.000269433,0.0001954059,0.00004175199,0.00002385249,0.0001847495,0.00005174882,0.0000608282],"category_scores_gemma":[0.00001445668,0.0001809337,0.00006962447,0.00026896,0.00006502282,0.0001737854,0.00008765617,0.0002309038,0.000002523263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009242861,"about_ca_system_score_gemma":0.000002036115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007432654,"about_ca_topic_score_gemma":0.000008601836,"domain_scores_codex":[0.9989915,0.000003824238,0.0003158732,0.0001933434,0.0002310628,0.0002644093],"domain_scores_gemma":[0.9997295,0.00003698017,0.0000860936,0.0000768332,0.000004896488,0.00006565414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002079242,0.00001461352,0.002456218,0.000262161,0.00007077156,7.872367e-7,0.0002577933,0.009767098,0.9850079,0.0002991031,0.000413708,0.001429036],"study_design_scores_gemma":[0.001283237,0.00008898947,0.1530038,0.000682953,0.00004839489,0.00001770133,0.0009181264,0.09023088,0.7494021,0.000141036,0.003479954,0.0007028796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984737,0.0001453666,0.000003034831,0.00004015528,0.0004994062,0.0001652723,0.00004972828,0.00007032171,0.0005529998],"genre_scores_gemma":[0.9991717,0.0002168159,0.00008527844,0.00001027006,0.00001992341,0.00001177766,0.00001160948,0.0000277106,0.0004449391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2356058,"threshold_uncertainty_score":0.7378263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005632347253169066,"score_gpt":0.1909691771360674,"score_spread":0.1853368298828983,"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."}}