{"id":"W2285629246","doi":"10.1111/sed.12269","title":"Formation of point bars through rising and falling flood stages: Evidence from bar morphology, sediment transport and bed shear stress","year":2016,"lang":"en","type":"article","venue":"Sedimentology","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Houston","keywords":"Point bar; Geology; Sediment transport; Flow (mathematics); Bar (unit); Outcrop; Sinuosity; Shear stress; Supercritical flow; Geomorphology; Sediment; Geotechnical engineering; Geometry; Facies; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002165443,0.0001141998,0.0002124876,0.00004458908,0.0001002472,0.00001158599,0.00009030361,0.00009777422,0.001117427],"category_scores_gemma":[0.00003983918,0.0000724695,0.00002166449,0.0000633077,0.0002050363,0.0006697041,0.0000136384,0.00006582848,0.00001917248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003237235,"about_ca_system_score_gemma":0.0000170376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737251,"about_ca_topic_score_gemma":0.0003255256,"domain_scores_codex":[0.9990715,0.00006985589,0.0003080342,0.0002123655,0.0001229126,0.0002152807],"domain_scores_gemma":[0.9993515,0.000325905,0.0001131865,0.0001018623,0.00004055133,0.00006701549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110674,0.00002338175,0.9765326,0.00009873571,0.00003529256,0.00001008188,0.002832311,0.0003008944,0.00209432,0.0001308344,0.00003518807,0.01779533],"study_design_scores_gemma":[0.001389943,0.0008826761,0.9553121,0.0003826605,0.0001089942,0.00005660409,0.001936406,0.001456876,0.02759456,0.01005407,0.0004925025,0.0003325489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903768,0.002687077,0.004986962,0.001401932,0.0001065066,0.0001399709,0.0001234782,0.00002116666,0.0001561263],"genre_scores_gemma":[0.9941217,0.001411033,0.00423697,0.0001397796,0.0000212489,0.000001681283,0.00005739577,0.00000172606,0.000008411565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02550024,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648352057612,"score_gpt":0.2414087532162286,"score_spread":0.2149252326401086,"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."}}