{"id":"W4403858716","doi":"10.1130/abs/2024am-403283","title":"CHANGES IN CATCHMENT DYNAMICS IN A RETREATING WORLD: HIGH RESOLUTION PROVENANCE ANALYSIS FROM DETRITAL APATITE","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Provenance; Geology; Apatite; Earth science; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007107852,0.0001133478,0.0002015971,0.001320502,0.0004246378,0.0009048488,0.0002618206,0.000263067,0.000523479],"category_scores_gemma":[0.001224998,0.0001419986,0.0002236551,0.002242291,0.0003255305,0.000491593,0.0005317281,0.0002998847,0.00007354806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980906,"about_ca_system_score_gemma":0.0003921769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04423875,"about_ca_topic_score_gemma":0.08608089,"domain_scores_codex":[0.9998906,0.00002258441,0.0000101599,0.00003329182,0.00002345395,0.00001993117],"domain_scores_gemma":[0.9993043,0.0001384433,0.0001482614,0.00006124069,0.0002660073,0.00008169425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518456,0.00004133659,0.9488972,0.00004192869,0.0001744829,0.0003953609,0.0008490066,0.001341497,0.02902403,0.0002000661,0.0003582335,0.01842502],"study_design_scores_gemma":[0.00000455114,0.000008217772,0.9981592,0.000002275712,0.00002237284,0.00004901156,0.0002084908,0.000920523,0.0003051446,0.00004562668,0.0002712993,0.000003204696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991585,0.00009737387,0.000216328,0.00003521063,0.000002414367,0.000001968562,0.0002807869,0.000007067328,0.0002003323],"genre_scores_gemma":[0.9988128,0.00007989936,0.0005441897,0.0000125757,0.000003527948,0.00000235337,0.0003962998,0.000007954806,0.0001403623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04423875,"threshold_uncertainty_score":0.08796251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152005431866537,"score_gpt":0.230945386088746,"score_spread":0.2157448429020923,"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."}}