{"id":"W4309046810","doi":"10.1080/08120099.2023.2137737","title":"Aluminium-normalised trace-element paleoredox proxies and their application to the study of the conditions of Burgess Shale-type preservation","year":2022,"lang":"en","type":"article","venue":"Australian Journal of Earth Sciences","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum; Mount Royal University","funders":"","keywords":"Geology; Oil shale; Diagenesis; Anoxic waters; Geochemistry; Trace element; Sedimentary rock; Paleontology; Authigenic; Biogeochemical cycle; Pyrite; Oceanography; Environmental chemistry; Chemistry","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":[0.001327866,0.00007666557,0.0001529531,0.00009997466,0.0005945739,0.00002725108,0.0005579384,0.00001777842,0.0001432393],"category_scores_gemma":[0.00003787876,0.00003982891,0.0000519276,0.0006323726,0.0004079874,0.0002748954,0.000008793443,0.0001486976,2.305783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.323734e-7,"about_ca_system_score_gemma":0.00008727698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348017,"about_ca_topic_score_gemma":0.001891841,"domain_scores_codex":[0.9986784,0.0002571711,0.000393029,0.0001185535,0.0004123429,0.0001405188],"domain_scores_gemma":[0.9991046,0.0001392016,0.0004646802,0.0001358038,0.0001013292,0.00005436141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004280919,0.00006629572,0.9868317,0.000006362213,0.00002872672,7.031385e-7,0.004130923,0.003776123,0.0005072125,0.00008532745,0.0001201347,0.004403744],"study_design_scores_gemma":[0.0001867222,0.001450989,0.9822682,0.00001048252,0.00002104465,0.00002360556,0.01414701,0.0002961735,0.0009209714,0.0003252811,0.0003025247,0.00004703197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969515,0.000337939,0.00001203556,0.00163044,0.0001971838,0.0004173709,0.00005196505,0.000002008618,0.0003996129],"genre_scores_gemma":[0.9998015,0.000009705674,0.0000941751,0.00002255367,0.00002925637,0.000003755709,0.000001142288,4.038571e-7,0.00003747439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001609,"threshold_uncertainty_score":0.4573042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600550062058355,"score_gpt":0.2687581831161946,"score_spread":0.2327526824956111,"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."}}