{"id":"W2004011579","doi":"10.3390/min3040367","title":"Geobiological Cycling of Gold: From Fundamental Process Understanding to Exploration Solutions","year":2013,"lang":"en","type":"article","venue":"Minerals","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Adelaide; Australian Research Council; Newmont Corporation; Deutsche Forschungsgemeinschaft; Barrick Gold Corporation","keywords":"Environmental chemistry; Biomineralization; Mineralization (soil science); Bioindicator; Gold mining; Chemistry; Nanotechnology; Ecology; Biology; Materials science; Soil water; Astrobiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009557706,0.00006599745,0.00008737446,0.00001978251,0.00005292744,0.0000234687,0.00007115822,0.00004009697,0.001747083],"category_scores_gemma":[0.00003301705,0.00005006089,0.00002486082,0.0001195387,0.00004728847,0.0002646575,0.00005862046,0.00003262959,0.0003044504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433693,"about_ca_system_score_gemma":0.000002869155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132395,"about_ca_topic_score_gemma":0.0002057919,"domain_scores_codex":[0.9994008,0.00002443182,0.0001475036,0.0001582125,0.0001266246,0.0001424442],"domain_scores_gemma":[0.9997701,0.00004430298,0.00005170441,0.00007310991,0.000004866165,0.0000558976],"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":[0.000004635172,0.00004153738,0.007858499,0.000002469266,0.000003254492,2.16317e-7,0.0005007661,0.001403076,0.9869503,0.00005429156,0.002729698,0.000451243],"study_design_scores_gemma":[0.003648364,0.001640708,0.3336132,0.0002804629,0.0001263264,0.000005897249,0.01343307,0.06365171,0.5207999,0.05820011,0.002548553,0.002051732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948168,0.000006853805,0.002776217,0.0005980469,0.00007602284,0.0002765702,0.00001314012,0.00001964247,0.001416748],"genre_scores_gemma":[0.9989288,0.000002505407,0.0006542,0.0001370197,0.00006364816,0.00003565185,0.00004368719,0.000003855911,0.0001306046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661504,"threshold_uncertainty_score":0.9991655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257528694835076,"score_gpt":0.2687111821751294,"score_spread":0.1961358952267787,"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."}}