{"id":"W2795379868","doi":"10.1002/esp.4396","title":"Barrier response to sea level rise and storms","year":2018,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Landform; Storm; Barrier island; Geology; Sediment; Sediment transport; Oceanography; Sea level; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005139454,0.0002169503,0.0002224682,0.00006199587,0.0003920366,0.0001793231,0.0001338881,0.00008915148,0.000717091],"category_scores_gemma":[0.0002227594,0.0001399571,0.00002024401,0.0003509274,0.0001770577,0.0004364876,0.00003621061,0.0001166775,0.0002700557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001694396,"about_ca_system_score_gemma":0.0001187634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007991272,"about_ca_topic_score_gemma":0.004557143,"domain_scores_codex":[0.9987286,0.00003267902,0.0001702491,0.0003925625,0.000228787,0.0004470646],"domain_scores_gemma":[0.999059,0.0001554763,0.00005389639,0.0001543837,0.0001320557,0.0004451468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002243341,0.00001928349,0.939788,0.0004485611,0.00003398396,0.00002459466,0.003887085,0.0003666139,0.0001882051,0.00001128389,0.001510619,0.0514784],"study_design_scores_gemma":[0.0008067491,0.001422809,0.8733763,0.0001100995,0.00002038044,0.00007378469,0.0005914656,0.005657798,0.002253897,0.0004363132,0.1147,0.0005503885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947222,0.002583104,0.0003847704,0.0005354832,0.000131959,0.0002262278,0.0001917162,0.00006381612,0.001160665],"genre_scores_gemma":[0.9954669,0.0002052128,0.00125785,0.0004638545,0.0001363544,0.000001494057,0.00001335501,0.00000867572,0.002446302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131894,"threshold_uncertainty_score":0.7851644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401582510760121,"score_gpt":0.2250161342347025,"score_spread":0.2110003091271013,"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."}}