{"id":"W2525109780","doi":"10.1016/j.quascirev.2016.09.018","title":"Erosion under climate and human pressures: An alpine lake sediment perspective","year":2016,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Centre National de la Recherche Scientifique; Association Nationale de la Recherche et de la Technologie; CHIST-ERA; Agence Nationale de la Recherche","keywords":"Erosion; Flood myth; Denudation; Geology; Physical geography; Climate change; Holocene; Sedimentology; Hydrology (agriculture); Geomorphology; Geography; Oceanography; Archaeology; Paleontology; Tectonics","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":[0.001306707,0.0007296177,0.000919481,0.00172618,0.0005908112,0.004727812,0.0006229512,0.001910844,0.00238668],"category_scores_gemma":[0.001697426,0.0002610009,0.0004432508,0.004022583,0.002365092,0.002766593,0.001229442,0.001274506,0.000216849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440588,"about_ca_system_score_gemma":0.002001869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153677,"about_ca_topic_score_gemma":0.02150977,"domain_scores_codex":[0.999712,0.00008717945,0.00003852395,0.00003582081,0.00006745359,0.00005896045],"domain_scores_gemma":[0.9991645,0.0003095286,0.0002616214,0.00002232922,0.0001619729,0.00008012937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000958156,0.000330742,0.0582382,0.01147838,0.00194607,0.002315638,0.005305277,0.01194865,0.004540506,0.09603859,0.02236529,0.7845345],"study_design_scores_gemma":[0.0001098479,0.001550258,0.2778362,0.007841898,0.001647733,0.001989573,0.009168968,0.003794525,0.001686355,0.09006079,0.6041515,0.0001622539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03202772,0.9426328,0.0004051474,0.01501771,0.0006284616,0.000004250778,0.0001025244,0.00001414967,0.009167236],"genre_scores_gemma":[0.1144741,0.8776259,0.0002774535,0.001650595,0.004272088,0.000004817932,0.00005766142,0.000006981547,0.001630489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01153677,"threshold_uncertainty_score":0.02293926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04951266318101802,"score_gpt":0.3338780026245204,"score_spread":0.2843653394435024,"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."}}