{"id":"W6889647123","doi":"10.25932/publishup-67338","title":"Grain size dynamics using a source-to-sink approach to planform modelling","year":2025,"lang":"en","type":"article","venue":"publish.UP (University of Potsdam)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sedimentary rock; Grain size; Deposition (geology); Erosion; Facies; Subsidence; Sediment; Floodplain; Flood myth","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":[0.0002210869,0.0006254248,0.0004826979,0.0006526607,0.0004729973,0.001060462,0.001765265,0.001357759,0.003076569],"category_scores_gemma":[0.001080931,0.000466721,0.001174358,0.0005555106,0.0009005886,0.001039338,0.0008276164,0.0009161081,0.0003302745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244252,"about_ca_system_score_gemma":0.0008189245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0262172,"about_ca_topic_score_gemma":0.01506638,"domain_scores_codex":[0.9999166,0.00001845908,0.000005175166,0.00002681667,0.00001778942,0.00001533692],"domain_scores_gemma":[0.9997367,0.0001079537,0.00005075732,0.0000319827,0.00004290249,0.00002967461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006191103,0.00001087913,0.0009562942,0.000007587814,0.00001154173,0.00003563978,0.00002088009,0.9889929,0.0006037093,0.007428517,0.0001838999,0.001741956],"study_design_scores_gemma":[0.000002153427,0.000001763432,0.0001202656,8.97366e-7,0.000001913267,0.000004764018,0.000001873025,0.9980778,0.00003007867,0.001567147,0.0001891977,0.000002210026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2036294,0.0003832428,0.7781124,0.000870175,0.0001376368,0.0001447314,0.0008189473,0.0008332932,0.01507014],"genre_scores_gemma":[0.9266555,0.0003898891,0.06339346,0.0001833345,0.00007659096,0.0002338082,0.0003205999,0.0003261382,0.00842075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0262172,"threshold_uncertainty_score":0.05212921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103016202298321,"score_gpt":0.1863381176296802,"score_spread":0.165307955606697,"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."}}