{"id":"W4322011376","doi":"10.5194/egusphere-egu23-12918","title":"Monitoring sediment processes in different delta systems in Swiss peri-alpine lakes through 4D bathymetric mapping","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Bathymetry; Sedimentary depositional environment; Delta; Geology; Deposition (geology); Erosion; Sediment; Bathymetric chart; Geomorphology; Shore; Physical geography; River delta; Sedimentary rock; Paleontology; Oceanography; Geography","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":[0.0001410829,0.0004626649,0.0002276894,0.00223135,0.0002963696,0.0006096041,0.0002622868,0.0003344829,0.001262173],"category_scores_gemma":[0.0003882023,0.0001873619,0.0003517067,0.001604362,0.0002159379,0.0002885971,0.0006775319,0.0001905414,0.000352462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905192,"about_ca_system_score_gemma":0.0004392235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05059989,"about_ca_topic_score_gemma":0.1262786,"domain_scores_codex":[0.9998599,0.00001489809,0.000009896045,0.00003815267,0.00004390181,0.00003323504],"domain_scores_gemma":[0.9998164,0.00002225235,0.00004147228,0.00001829584,0.00006434088,0.00003722611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003525387,0.0001502347,0.8344417,0.0004371435,0.0003270755,0.001734659,0.002365329,0.02699175,0.04272553,0.0004160113,0.004653497,0.08540461],"study_design_scores_gemma":[0.00001588969,0.00003628335,0.9661058,0.00003671514,0.00004831147,0.0001551602,0.000575923,0.02800487,0.001839373,0.00008177172,0.003072568,0.00002718578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992415,0.0001964344,0.0009133486,0.00006467084,0.00000706503,0.00001598662,0.005243877,0.0002833505,0.0008602833],"genre_scores_gemma":[0.9866317,0.0002523751,0.003536926,0.00001237208,0.00001238455,0.000032301,0.008824361,0.00002738656,0.0006703009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05059989,"threshold_uncertainty_score":0.1006107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643866673347928,"score_gpt":0.2636945204745204,"score_spread":0.1872558537410411,"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."}}