{"id":"W3158772999","doi":"10.1111/sed.12886","title":"Knickpoints and crescentic bedform interactions in submarine channels","year":2021,"lang":"en","type":"article","venue":"Sedimentology","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Geological Survey of Canada","funders":"China Scholarship Council; Natural Environment Research Council; Sight Research UK","keywords":"Bedform; Geology; Turbidity current; Seafloor spreading; Geomorphology; Submarine; Bathymetry; Seabed; Sediment; Sediment transport; Oceanography; Sedimentary depositional environment","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":[0.0001229296,0.0001525656,0.000195657,0.001535789,0.0004882074,0.0007133441,0.0001901869,0.0001576115,0.001214864],"category_scores_gemma":[0.0006229461,0.0001488192,0.0001173185,0.001481373,0.00060572,0.0002052077,0.0005397967,0.0001550322,0.0001285384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008103341,"about_ca_system_score_gemma":0.0005610285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1867701,"about_ca_topic_score_gemma":0.4166585,"domain_scores_codex":[0.9998473,0.00001316286,0.000007526853,0.00004098276,0.0000355368,0.00005556343],"domain_scores_gemma":[0.9994672,0.0000825815,0.000187106,0.00004152336,0.0001369663,0.00008458245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006639703,0.00001502381,0.9788246,0.00001337516,0.00002729719,0.0001334757,0.0006950665,0.0006953115,0.008440332,0.00009976941,0.0001638682,0.01082551],"study_design_scores_gemma":[3.375116e-7,0.000002533008,0.999383,0.000001126841,0.000001499011,0.00001378969,0.0002171239,0.0002472109,0.00006786589,0.000008894592,0.0000553037,0.000001405086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995109,0.00001613865,0.0001079334,0.000003835292,5.069361e-7,0.000002270098,0.00006755209,0.000003812522,0.0002870628],"genre_scores_gemma":[0.9996281,0.00001234409,0.0001134528,0.000002082074,4.3442e-7,0.000001524326,0.00006924906,0.000001644344,0.000171121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867701,"threshold_uncertainty_score":0.371366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038429222869275,"score_gpt":0.2482863668881252,"score_spread":0.2279020746594324,"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."}}