{"id":"W4393396836","doi":"","title":"Biogeochemistry at the dawn of Carbonate deposition on Earth : elemental and isotopic chemostratigraphy of the Mesoarchean Red Lake carbonate platform, Canada","year":2023,"lang":"en","type":"preprint","venue":"theses.fr (ABES)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemostratigraphy; Biogeochemistry; Carbonate; Geology; Earth (classical element); Geochemistry; Earth science; Deposition (geology); Biomineralization; Astrobiology; Carbonate rock; Oceanography; Paleontology; Environmental chemistry; Isotopes of carbon; Chemistry; Sedimentary rock; Biology; Organic chemistry; Total organic carbon; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000381814,0.0003138685,0.0004243189,0.00004333476,0.0001743571,0.00001612049,0.0007721896,0.0002004752,0.0004342506],"category_scores_gemma":[0.00005736915,0.0002106514,0.0001882132,0.0002630708,0.0007313791,0.0000326438,0.001567124,0.0004844792,0.000004035859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187573,"about_ca_system_score_gemma":0.0001043372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3539661,"about_ca_topic_score_gemma":0.8832194,"domain_scores_codex":[0.9978002,0.0001292731,0.0005139591,0.0005215129,0.0006689638,0.0003660951],"domain_scores_gemma":[0.9982667,0.0001944686,0.0004681598,0.0009816607,0.00001883044,0.00007018327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002572433,0.0003470165,0.7989621,0.0005960629,0.001532904,0.00007915297,0.004971311,0.009132572,0.1783625,0.0009807547,0.001549133,0.003229263],"study_design_scores_gemma":[0.0006320456,0.00009263449,0.4081056,0.0002211295,0.0003596008,0.00002190823,0.001216455,0.002055621,0.5818572,0.002091636,0.002785012,0.0005611753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623657,0.00004405545,5.64293e-7,0.0008233031,0.0001760919,0.0005126357,0.0003517042,0.00001738172,0.03570859],"genre_scores_gemma":[0.9991629,0.0001066203,0.00003733793,0.0001694902,0.00002941068,0.00005759414,0.0001095067,0.00002591313,0.0003012385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5292533,"threshold_uncertainty_score":0.8590114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332253275244101,"score_gpt":0.2113801490739599,"score_spread":0.1980576163215189,"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."}}