{"id":"W4406125151","doi":"10.1002/ppp.2258","title":"Nearshore Hydrodynamics and Sediment Dispersal Along Eroding Permafrost Coasts—Insights From Acoustic Doppler Current Profiler Measurements Around Herschel Island–Qikiqtaruk (Yukon, Canada)","year":2025,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020; European Commission; Aurora Research Institute","keywords":"Acoustic Doppler current profiler; Permafrost; Geology; Oceanography; Sediment; Biological dispersal; Current (fluid); Geomorphology; Physical geography; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001183458,0.0002004132,0.00020801,0.0005387117,0.0009207061,0.0005506719,0.0003943115,0.0002660638,0.0008544693],"category_scores_gemma":[0.0003081955,0.0001461839,0.0001387413,0.0009849862,0.0004601359,0.000245347,0.0004173209,0.000204765,0.0001562435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681721,"about_ca_system_score_gemma":0.004257565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282572,"about_ca_topic_score_gemma":0.9689091,"domain_scores_codex":[0.9998978,0.000006022505,0.000005451454,0.00002696845,0.00002840266,0.00003535631],"domain_scores_gemma":[0.9997712,0.00001775233,0.00003246326,0.00001018982,0.0001194459,0.00004899063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006951865,0.0000302519,0.9768063,0.00003284038,0.00003770325,0.0001746181,0.001464272,0.0008390474,0.01042265,0.00008578147,0.0003907178,0.009646419],"study_design_scores_gemma":[0.000002828323,0.000007534389,0.9983811,0.000005757753,0.000004879789,0.00001678035,0.0006260499,0.000507297,0.0001783363,0.000007319397,0.0002575613,0.000004605521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985738,0.00005457067,0.0000638109,0.00002495884,0.000001423541,0.000006117768,0.0005059951,0.000005695762,0.0007636367],"genre_scores_gemma":[0.9989021,0.00005118857,0.0002020653,0.00001233897,8.790923e-7,0.000005539849,0.000416897,0.000002403464,0.000406632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07174283,"threshold_uncertainty_score":0.1443306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237937727332957,"score_gpt":0.2435335456738963,"score_spread":0.2197397729406006,"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."}}