{"id":"W4299353524","doi":"","title":"Sediment residence time in alluvial storage of black marl badlands","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alluvium; Marl; Geology; Sediment; Residence; Residence time (fluid dynamics); Hydrology (agriculture); Archaeology; Geomorphology; Geography; Structural basin; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751198,0.000259587,0.0002502445,0.00169931,0.0003067814,0.0006935985,0.0001927397,0.0002083959,0.0007794006],"category_scores_gemma":[0.0004492082,0.0001434002,0.0001978334,0.0008259046,0.0002749809,0.0003151925,0.0003056207,0.000100191,0.0001812894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006548308,"about_ca_system_score_gemma":0.0002039298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02861505,"about_ca_topic_score_gemma":0.04553581,"domain_scores_codex":[0.9999155,0.00001191287,0.000004488131,0.00002890638,0.00001274697,0.00002644163],"domain_scores_gemma":[0.9997177,0.00004569329,0.0001355577,0.00001402949,0.0000384848,0.00004859282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957662,0.00002349711,0.9802302,0.00002084532,0.00004906825,0.0002452823,0.0007046683,0.001293344,0.01032597,0.00006443347,0.00004181927,0.006805115],"study_design_scores_gemma":[0.000002127922,0.00004017794,0.998144,0.000002789146,0.00000718549,0.00005597072,0.0001418357,0.0009814262,0.000396117,0.00001427639,0.0002105627,0.000003486573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997436,0.00004583816,0.00007907332,0.000001857682,3.682564e-7,8.727945e-7,0.00005396494,0.000003412787,0.00007108964],"genre_scores_gemma":[0.9996305,0.00003303609,0.000081648,0.000001360605,8.685865e-7,0.000002147365,0.0001062661,0.000001525555,0.000142794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02861505,"threshold_uncertainty_score":0.05689698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505904770088856,"score_gpt":0.2120682519569994,"score_spread":0.1970092042561108,"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."}}