{"id":"W2946073279","doi":"10.1142/9789811204487_0047","title":"SEA LEVEL RISE IMPACT ON CONSTRAINED BEACHES IN BARBADOS","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Oceanography; Sea level; Geology; Climatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629591,0.0001904476,0.0003402799,0.0005495743,0.00158206,0.001003817,0.0004280891,0.0003783521,0.002676247],"category_scores_gemma":[0.000677693,0.0002776712,0.0003421796,0.00145603,0.0005028704,0.000235451,0.001126403,0.0003497314,0.0004163984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003406361,"about_ca_system_score_gemma":0.002691314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8669989,"about_ca_topic_score_gemma":0.9479105,"domain_scores_codex":[0.9997988,0.00001804492,0.00001447399,0.00004270089,0.00002704428,0.0000989384],"domain_scores_gemma":[0.9996204,0.00002778165,0.0001327887,0.00002575486,0.0001075763,0.00008559424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004628143,0.0000588743,0.9822689,0.00007721601,0.0001205596,0.0007370565,0.004281651,0.001676805,0.001327546,0.0006311639,0.0005685675,0.007788915],"study_design_scores_gemma":[0.000003212209,0.00001636983,0.9960847,0.00001760502,0.0000177052,0.00002829791,0.003169636,0.0001702392,0.00002911213,0.00002057833,0.0004388533,0.000003755783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.00004916923,0.00001785732,0.00002956261,0.000002332091,0.00000186601,0.0003232357,0.000002168558,0.001253932],"genre_scores_gemma":[0.9981191,0.00009317014,0.0000545298,0.000007113339,9.47636e-7,0.000002620523,0.0003489104,0.00000312464,0.00137042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8669989,"threshold_uncertainty_score":0.2675686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133596142639413,"score_gpt":0.2295033058558335,"score_spread":0.2161436915918922,"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."}}