{"id":"W1997452875","doi":"10.1016/j.yqres.2009.11.009","title":"Reconstruction of recent sea-level change using testate amoebae","year":2010,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testate amoebae; Foraminifera; Geology; Oceanography; Tide gauge; Sea level; Salt marsh; Paleontology; Physical geography; Geography; Archaeology; Peat","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002297323,0.0001137278,0.0002035557,0.0003919739,0.0003079872,0.00002731486,0.0004143788,0.0002066961,0.008162711],"category_scores_gemma":[0.0002275695,0.00009610762,0.00004329079,0.0005311185,0.0008834327,0.0002651011,0.00005083312,0.001052038,0.0006225588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002194325,"about_ca_system_score_gemma":0.0001505814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565908,"about_ca_topic_score_gemma":0.006318687,"domain_scores_codex":[0.9976566,0.0005318674,0.0002660693,0.0003287501,0.0005149692,0.0007017661],"domain_scores_gemma":[0.9985848,0.0004689994,0.00006817598,0.0003412728,0.0003460021,0.0001907265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308258,0.00002362359,0.9753894,0.00003640995,0.00001573602,0.00006030119,0.000164553,0.000009759217,0.001289758,0.00003554996,0.00005375985,0.02279028],"study_design_scores_gemma":[0.0003864836,0.0003242041,0.9363598,0.00003027026,0.000005997474,0.0006575757,0.0001964536,0.05478536,0.003450735,0.002582671,0.001053217,0.0001672069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910713,0.0001509149,0.000008170516,0.0008099118,0.0006400684,0.0002903949,0.00007351071,0.00002145897,0.006934248],"genre_scores_gemma":[0.9975396,0.000415857,0.001444417,0.00002617517,0.0001811346,0.000004528566,0.00005977064,0.000004947495,0.0003236066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0547756,"threshold_uncertainty_score":0.992744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3334527480577014,"score_gpt":0.3901685365580078,"score_spread":0.0567157885003064,"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."}}