{"id":"W2050486137","doi":"10.2343/geochemj.1.0110","title":"Quantitative determination of long-term erosion rates of weathered granitic soil surfaces in western Abukuma, Japan using cosmogenic 10Be and 26Al depth profile","year":2010,"lang":"en","type":"article","venue":"GEOCHEMICAL JOURNAL","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Nuclear Waste Management Organization","keywords":"Geology; Erosion; Bedrock; Quartz; Weathering; Cosmogenic nuclide; Saprolite; Metamorphic rock; Ridge; Geomorphology; Geochemistry; Soil production function; Pedogenesis; Soil science; Soil water; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004723868,0.00009498837,0.000234128,0.0001194916,0.00008486251,0.0000175053,0.0001402038,0.0001524284,0.0003031615],"category_scores_gemma":[0.000127279,0.00007704049,0.00004011027,0.000109022,0.0004181364,0.0001478779,0.00001614764,0.0004572354,0.000006660812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001176289,"about_ca_system_score_gemma":0.00006477066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373184,"about_ca_topic_score_gemma":0.006806716,"domain_scores_codex":[0.9989941,0.0001499485,0.000306934,0.0001367257,0.0001651567,0.0002471501],"domain_scores_gemma":[0.9992188,0.0003501167,0.0001717229,0.00007002476,0.0001032941,0.00008602206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375444,0.00002785568,0.8937595,0.00004291922,0.000007417624,0.00001895098,0.0002866603,0.00001662577,0.1047634,0.000001999182,6.554361e-7,0.0009364476],"study_design_scores_gemma":[0.0005011694,0.0001648412,0.9493721,0.00006838038,0.00001525999,0.000526059,0.0001132013,0.004743146,0.0439733,0.0004463269,1.665207e-7,0.00007607887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992755,0.0003962146,0.00003193177,0.00004090466,0.00009231669,0.00008908112,0.00001583575,0.000002809486,0.00005540184],"genre_scores_gemma":[0.9988177,0.0000702223,0.001050096,0.000006244014,0.00001682404,3.831498e-7,0.00002541314,0.000002209392,0.00001083975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06079011,"threshold_uncertainty_score":0.3798307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752881614028668,"score_gpt":0.3091980657852326,"score_spread":0.2716692496449459,"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."}}