{"id":"W2261136600","doi":"10.1002/esp.3910","title":"Beach–dune sediment budgets and dune morphodynamics following coastal dune restoration, Wickaninnish Dunes, Canada","year":2016,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Foredune; Vegetation (pathology); Beach morphodynamics; Hydrology (agriculture); Sediment; Geology; Sand dune stabilization; Sedimentary budget; Vegetation cover; Physical geography; Sediment transport; Geography; Geomorphology; Aeolian processes; Grazing; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001819192,0.0001893735,0.0002215826,0.0006383011,0.001463934,0.0008512991,0.0003630228,0.0001756225,0.0008619513],"category_scores_gemma":[0.0004627504,0.0001641566,0.0001588451,0.0008949583,0.0004562946,0.0001766707,0.0004117376,0.0002651173,0.000126975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008285186,"about_ca_system_score_gemma":0.006337766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702882,"about_ca_topic_score_gemma":0.9945402,"domain_scores_codex":[0.9998024,0.000008471752,0.00000595619,0.00003083262,0.00007093581,0.00008142625],"domain_scores_gemma":[0.9993999,0.00001865055,0.0000643938,0.00001402784,0.0003202608,0.0001828512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265136,0.00008417929,0.9762018,0.00003391776,0.00005782612,0.0002026802,0.001573322,0.000359119,0.008139119,0.00003711666,0.0004799138,0.01256571],"study_design_scores_gemma":[9.873527e-7,0.00001491423,0.9989831,0.000001901162,0.000003175911,0.000009773329,0.0005460718,0.00006175815,0.0001270205,0.000002136988,0.0002474686,0.000001746584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991146,0.00006207181,0.00003217173,0.00001681248,0.000001093623,0.000007859039,0.0003360914,0.000003277642,0.0004260931],"genre_scores_gemma":[0.9978468,0.00008344368,0.0001218495,0.00001790329,6.484912e-7,0.000006316365,0.0005465233,0.000001762099,0.001374728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971184,"threshold_uncertainty_score":0.06011349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004287176292378762,"score_gpt":0.1742906897372698,"score_spread":0.170003513444891,"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."}}