{"id":"W2767846572","doi":"10.3390/min7110218","title":"Biogeochemical Cycling of Silver in Acidic, Weathering Environments","year":2017,"lang":"en","type":"article","venue":"Minerals","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Australian Research Council","keywords":"Biogeochemical cycle; Regolith; Weathering; Pyrite; Geology; Cycling; Dissolution; Environmental chemistry; Geochemistry; Mineralogy; Chemistry; Astrobiology","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":[0.0003784113,0.0001409788,0.0002184224,0.00002514044,0.00007819574,0.00001582634,0.0004706002,0.00008410664,0.002724447],"category_scores_gemma":[0.0001069503,0.0001338427,0.00006372311,0.00003040555,0.000516133,0.0002039797,0.0004795681,0.0001109793,0.0004332108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325813,"about_ca_system_score_gemma":0.000002012061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005673955,"about_ca_topic_score_gemma":0.00004378568,"domain_scores_codex":[0.998736,0.00003663469,0.0003116428,0.0003112271,0.0003088188,0.0002956531],"domain_scores_gemma":[0.9990345,0.00002897001,0.0001520714,0.0007024145,4.337383e-7,0.00008165267],"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":[0.000004965519,0.00008041547,0.2029154,0.000002814575,0.000004187764,0.000008138356,0.0001099613,0.0004817823,0.7946222,0.000007649317,0.0001258317,0.001636675],"study_design_scores_gemma":[0.0005129834,0.00002755395,0.1732312,0.00003385329,0.000007826945,0.00000308841,0.00003479447,0.0004381384,0.8103027,0.0003958948,0.01478689,0.0002250209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836568,0.00004756049,0.00004213474,0.0001936998,0.00007340853,0.0001314521,0.000007757434,0.000006565489,0.0158406],"genre_scores_gemma":[0.9963924,0.00005541744,0.002208664,0.00005997087,0.000029916,0.00001589747,0.000003092674,0.00001627091,0.001218342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968418,"threshold_uncertainty_score":0.9981872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027765404618363,"score_gpt":0.2644472832556334,"score_spread":0.2441696292094498,"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."}}