{"id":"W3212725092","doi":"10.7185/gold2021.6365","title":"MICROBIAL REDUCTION OF SYNTHETIC BIOGENIC IRON OXIDES CONTAINING VARIOUS AMOUNTS OF ORGANIC CARBON AND SILICA.","year":2021,"lang":"en","type":"article","venue":"Goldschmidt2021 abstracts","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Carbon fibers; Reduction (mathematics); Chemistry; Environmental chemistry; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002058409,0.0001702875,0.0003096161,0.0001018643,0.00003290331,0.00002476987,0.00007105502,0.0001499981,0.00009682103],"category_scores_gemma":[0.0001029402,0.0001814459,0.00007437716,0.0001999589,0.00005816215,0.00009951376,0.00003314297,0.0002269715,0.000006651298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000479902,"about_ca_system_score_gemma":0.00005110537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217052,"about_ca_topic_score_gemma":0.00008492648,"domain_scores_codex":[0.9988829,0.00004489891,0.000485876,0.0002302252,0.0001499909,0.0002061199],"domain_scores_gemma":[0.9994088,0.0000665164,0.0001443358,0.0002209521,0.00007718465,0.00008220638],"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":[0.00001916776,0.0000454541,0.0002391872,0.0001869847,0.00005516274,0.00001364965,0.0002497067,0.001069063,0.9940354,0.00003938112,0.00001123325,0.004035625],"study_design_scores_gemma":[0.000354659,0.00005243373,0.01420422,0.0001168902,0.00008775156,0.000214544,0.0005172727,0.0005493783,0.9832693,0.0000352797,0.0003897538,0.0002085384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957864,0.001367982,0.00003318312,0.00003517726,0.0004696784,0.00008736608,0.000008116129,0.00006425838,0.002147848],"genre_scores_gemma":[0.9991451,0.0002701915,0.0003511188,0.00000798008,0.0000724124,0.000001934388,0.0000144565,0.00002897825,0.000107821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396503,"threshold_uncertainty_score":0.7399151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007974709119365726,"score_gpt":0.2022811382419702,"score_spread":0.1943064291226045,"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."}}