{"id":"W1591323434","doi":"","title":"Sediment input to foredunes: description and frequency of transport events at Greenwich Dunes, PEI, Canada","year":2009,"lang":"en","type":"article","venue":"Edge Hill University Research Information Repository (Edge Hill University)","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Foredune; Aeolian processes; Fetch; Sediment transport; Geology; Greenwich; Hydrology (agriculture); Digital elevation model; Sedimentary budget; Anemometer; Wind speed; Physical geography; Environmental science; Geomorphology; Sediment; Remote sensing; Oceanography; Geography; Geotechnical engineering; Soil science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005289192,0.0001873725,0.0002327771,0.0007084022,0.0009361553,0.00002842373,0.0004511309,0.0001436565,0.00009000496],"category_scores_gemma":[0.00004532472,0.0002056447,0.00006956788,0.001109985,0.0001441622,0.002000354,0.00006204975,0.0002756469,0.00002830923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080454,"about_ca_system_score_gemma":0.0006994085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1569865,"about_ca_topic_score_gemma":0.1351848,"domain_scores_codex":[0.9980133,0.0002415089,0.0002733651,0.0002818983,0.0007187731,0.0004711717],"domain_scores_gemma":[0.9984024,0.00009780432,0.0001612259,0.0002630979,0.0005232526,0.0005522824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001773372,0.0001717542,0.9460943,0.0007616504,0.0001899314,0.000986318,0.007960723,0.005123988,0.001037766,0.003083625,0.01552875,0.01728778],"study_design_scores_gemma":[0.001471839,0.0008886512,0.8711975,0.0001273576,0.00006300495,0.00007207598,0.005482585,0.003983608,0.000735097,0.0001108363,0.1153463,0.0005210979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587511,0.00007586497,0.0004659455,0.000433963,0.0002699324,0.0005485539,0.0001421555,0.00004797022,0.03926451],"genre_scores_gemma":[0.995069,0.0000618063,0.0001612082,0.00009000181,0.0000410244,8.278737e-8,0.0002040295,0.000002728991,0.004370147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09981756,"threshold_uncertainty_score":0.8805958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438078177566339,"score_gpt":0.1924051485388205,"score_spread":0.1780243667631571,"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."}}