{"id":"W4389563040","doi":"10.7185/gold2023.16476","title":"Impact of silica and iron concentrations on microbial iron cycling in the Archean during the genesis of Banded Iron Formations","year":2023,"lang":"en","type":"article","venue":"","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Archean; Banded iron formation; Cycling; Metallurgy; Geology; Geochemistry; Environmental science; Materials science; History; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005658916,0.000391677,0.0003011223,0.001412524,0.001113421,0.001254258,0.0003464397,0.0007142397,0.002147591],"category_scores_gemma":[0.0009435824,0.0003819744,0.0002437587,0.000673343,0.001530691,0.0006059899,0.000727026,0.000405637,0.0002750391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974392,"about_ca_system_score_gemma":0.0008275802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05107642,"about_ca_topic_score_gemma":0.09600791,"domain_scores_codex":[0.9998548,0.00002556399,0.00001234742,0.00004519287,0.00002870839,0.00003335651],"domain_scores_gemma":[0.9996654,0.00007523363,0.00005982632,0.00001526773,0.0001142238,0.00007018447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001738765,0.00007659195,0.9421998,0.0001189881,0.0002144435,0.0007356153,0.002408545,0.001147845,0.04022326,0.000908286,0.0001391559,0.0100887],"study_design_scores_gemma":[0.000004870324,0.00003429564,0.9978808,0.000008375071,0.00001479386,0.00006035932,0.0004811028,0.0002496447,0.0008660358,0.00008704333,0.0003086734,0.000004031543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989036,0.00024906,0.00002600892,0.00003263292,0.000003116651,0.000001279792,0.0000697307,0.000001840411,0.0007126895],"genre_scores_gemma":[0.9994789,0.0000973451,0.00003979646,0.00001194336,0.000004599163,0.00000124968,0.00006301295,0.000002730793,0.0003003575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05107642,"threshold_uncertainty_score":0.1015582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019422636887473,"score_gpt":0.2554981837962026,"score_spread":0.2360755469087296,"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."}}