{"id":"W31957583","doi":"","title":"SPATIAL AND TEMPORAL VARIABILITY IN INTENSITY OF AEOLIAN TRANSPORT ON A BEACH AND FOREDUNE","year":2015,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foredune; Aeolian processes; Sediment transport; Geology; Wind speed; Anemometer; Hydrology (agriculture); Geomorphology; Atmospheric sciences; Sediment; Oceanography; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004787442,0.00006627776,0.0001648395,0.0000434406,0.00003519363,0.00001523804,0.000027997,0.00002619378,0.0001269363],"category_scores_gemma":[0.00002991602,0.00005162582,0.00001596381,0.00001453724,0.0002222973,0.00007844635,0.00001458866,0.0000673993,8.159544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292311,"about_ca_system_score_gemma":0.00002632913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01268418,"about_ca_topic_score_gemma":0.1069402,"domain_scores_codex":[0.9995118,0.00003398397,0.0001617343,0.0001261768,0.00008408085,0.00008225066],"domain_scores_gemma":[0.9997329,0.00001973556,0.0000291651,0.00007289791,0.00008385591,0.00006150315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002114139,0.0002905061,0.8524026,0.00005048323,0.00001772674,0.000006473987,0.02272247,6.964008e-7,0.00004349873,0.1210984,0.0005202633,0.002635394],"study_design_scores_gemma":[0.001982129,0.0008280681,0.9115461,0.00004831045,0.00002773104,0.000002852551,0.004634743,0.001188505,0.0007584402,0.06014585,0.01853544,0.0003018949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695317,0.00000674807,0.00002266877,0.0002655374,0.00008245174,0.0001113725,0.0000164483,0.000007775661,0.02995533],"genre_scores_gemma":[0.998988,0.000001798737,0.00002389658,0.00006651996,0.000044309,0.000002161094,0.000007340405,0.00000333541,0.0008625822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09425598,"threshold_uncertainty_score":0.9938905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321412109160098,"score_gpt":0.2413746020029193,"score_spread":0.1981604809113183,"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."}}