{"id":"W4389562938","doi":"10.7185/gold2023.16328","title":"All Quiet on the Weathering Front: Geochemical evolution of soils on Réunion Island","year":2023,"lang":"en","type":"article","venue":"","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Weathering; Soil water; Front (military); Geology; Earth science; QUIET; Geochemistry; Soil science; Oceanography","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":["insufficient_payload"],"category_scores_codex":[0.0001437191,0.00008391726,0.0001135123,0.00001960685,0.00009456049,0.000008219647,0.0001296459,0.00003545726,0.002220277],"category_scores_gemma":[0.00006171232,0.00003979656,0.00005954664,0.0001463432,0.00006777352,0.00002115828,0.00002010972,0.0001031132,0.002210849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003133183,"about_ca_system_score_gemma":0.000003610491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136179,"about_ca_topic_score_gemma":0.001716087,"domain_scores_codex":[0.9992923,0.00003883099,0.0001064549,0.0001553102,0.0001900934,0.0002170664],"domain_scores_gemma":[0.9994134,0.0003943063,0.00002789515,0.0001127553,0.00001207115,0.00003957271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009613984,0.0004003252,0.6042143,0.00007862001,0.0002872855,0.00003409499,0.001369297,0.05612754,0.002307293,0.03107831,0.2162937,0.0868478],"study_design_scores_gemma":[0.0001536193,0.0003387618,0.9613843,0.00001917906,0.000007015164,3.822009e-7,0.0002079612,0.01234518,0.0006456758,0.01500283,0.009780511,0.0001146042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308327,0.00003509024,0.00001969004,0.00455014,0.000101613,0.00008460679,0.00001532203,0.00005117869,0.06430969],"genre_scores_gemma":[0.9974751,0.00002434011,0.00001137776,0.0004312571,0.00007958055,0.000001331338,0.00002367352,0.000001026253,0.001952243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.35717,"threshold_uncertainty_score":0.9986919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838412073391932,"score_gpt":0.1992360661674427,"score_spread":0.1808519454335233,"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."}}