{"id":"W2032333811","doi":"10.1111/sed.12051","title":"Microbiological processes in banded iron formation deposition","year":2013,"lang":"en","type":"article","venue":"Sedimentology","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Deposition (geology); Geochemistry; Banded iron formation; Earth science; Mining engineering; Paleontology; Mineralogy; Sedimentary rock; Sediment","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":[0.00005023395,0.00005504745,0.00007708197,0.00003349758,0.00004149307,0.00001507807,0.00005998129,0.00005469406,0.005686209],"category_scores_gemma":[0.00001031505,0.00004164273,0.0000148094,0.0001251267,0.00002832151,0.0001716888,0.000004606781,0.00004711796,0.000435121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003902193,"about_ca_system_score_gemma":0.000006584617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203207,"about_ca_topic_score_gemma":0.002234797,"domain_scores_codex":[0.9995333,0.00002902665,0.0001273835,0.0001098104,0.00003910327,0.0001613964],"domain_scores_gemma":[0.9998553,0.00002308151,0.00003395229,0.00004157388,0.00001579323,0.00003034495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003774503,0.00007285071,0.9351286,0.0001016794,0.00001303678,0.00000939352,0.0003212196,0.0004417997,0.03140971,0.000008793522,0.00116079,0.0312944],"study_design_scores_gemma":[0.0008629198,0.0002946466,0.9038959,0.00002227056,0.00002692341,0.0001046386,0.0008656001,0.005572138,0.08455957,0.002522169,0.0009655074,0.000307765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954563,0.0001427952,0.00003859304,0.0005530183,0.00003246579,0.0000837903,0.000004768683,0.0000138009,0.003674503],"genre_scores_gemma":[0.9990014,0.00001623588,0.0002119901,0.0002252432,0.00001711583,0.000003861137,0.0004530653,4.13795e-7,0.00007062479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05314986,"threshold_uncertainty_score":0.9952227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007203097624964138,"score_gpt":0.1879336108504369,"score_spread":0.1807305132254728,"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."}}