{"id":"W4403857055","doi":"10.1130/abs/2024am-405167","title":"NEW EVIDENCE FROM THE PALEOPROTEROZOIC GUNFLINT IRON FORMATION FOR MICROBIALLY-DRIVEN, EARLY DIAGENETIC PRECIPITATION OF SIDERITE","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Siderite; Diagenesis; Geology; Precipitation; Geochemistry; Pyrite","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":[0.0001827453,0.00016024,0.0002165424,0.00001240543,0.00005801635,0.00007003018,0.0001573414,0.0001151888,0.0000387133],"category_scores_gemma":[0.00004996346,0.00009734104,0.0001839002,0.0001692717,0.0001445212,0.0002597367,0.00002138113,0.0002343563,0.000009544562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002457338,"about_ca_system_score_gemma":0.00002339126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241946,"about_ca_topic_score_gemma":0.00002686006,"domain_scores_codex":[0.998957,0.00003328889,0.000412937,0.0001984531,0.0001896092,0.0002087029],"domain_scores_gemma":[0.9991401,0.0004316678,0.0001563502,0.0001485355,0.00006356177,0.00005981978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008839809,0.00008360245,0.001691759,0.0006432504,0.0002083507,0.000001330752,0.005658209,0.0288687,0.1081562,0.00001180482,0.001199289,0.8533891],"study_design_scores_gemma":[0.002153038,0.007962766,0.5915977,0.005806191,0.0008852105,0.00003306171,0.004416736,0.2254562,0.09414367,0.001811318,0.06388901,0.001845038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338929,0.001503247,0.1627644,0.0006500768,0.0001147248,0.0008526648,0.000009566521,0.0001686713,0.00004372547],"genre_scores_gemma":[0.8865373,0.0003586164,0.1128015,0.0000676243,0.00009143052,0.0000613317,0.00004085392,0.0000136492,0.00002768553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8515441,"threshold_uncertainty_score":0.3969452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911868764045862,"score_gpt":0.2536286442258435,"score_spread":0.2245099565853849,"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."}}