{"id":"W2004126629","doi":"10.1126/science.1125878","title":"Biomineralization of Gold: Biofilms on Bacterioform Gold","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Authigenic; Biofilm; Biomineralization; Colloidal gold; Chemistry; Bacteria; Microbiology; Mineralogy; Biology; Nanotechnology; Materials science; Astrobiology; Paleontology","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":[0.0001583824,0.00004618075,0.0000476779,0.0001184237,0.00002310097,0.00002554077,0.00009937557,0.00001808664,0.00003204493],"category_scores_gemma":[0.00001340166,0.00003702951,0.00001655558,0.0004021904,0.00006553913,0.0001750826,0.00000817887,0.00003401425,0.0000322037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675017,"about_ca_system_score_gemma":0.00001062966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003857621,"about_ca_topic_score_gemma":0.000008211826,"domain_scores_codex":[0.9995623,0.000002895162,0.0001038925,0.0000823474,0.0001410791,0.0001074549],"domain_scores_gemma":[0.9998404,0.000006063972,0.00002113768,0.00008981856,0.00001898894,0.00002363606],"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":[8.829477e-7,0.000008272777,0.0001811496,0.000007145852,4.333655e-7,1.627558e-7,0.00001076945,0.001726583,0.9893282,0.002360252,0.0002232666,0.006152858],"study_design_scores_gemma":[0.0001498063,0.00004960969,0.05733595,0.00003553975,0.000002861626,0.000004007866,0.00002060132,0.04782075,0.8622555,0.0001509919,0.03200452,0.0001698506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514001,0.00002075279,0.0006758148,0.00002295855,0.000413492,0.0000362476,0.000002707601,0.00007318334,0.04735476],"genre_scores_gemma":[0.9986263,0.000005449278,0.0005368183,0.00002154097,0.00003489313,8.158237e-7,0.000002726902,0.000003543569,0.0007679213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270727,"threshold_uncertainty_score":0.1510019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008107452312575876,"score_gpt":0.217186465472835,"score_spread":0.2090790131602591,"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."}}