{"id":"W2012504774","doi":"10.5539/esr.v3n1p72","title":"Ostracod, Diatom and Radiolarian Biostratigraphy of the Niger Delta, Nigeria","year":2013,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ostracod; Biostratigraphy; Geology; Paleontology; Sedimentary depositional environment; Radiolaria; Delta; Niger delta; Cyclostratigraphy; Diatom; Sierra leone; Oceanography; Sedimentary rock","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002509528,0.0001119369,0.0001559788,0.0003290314,0.001059583,0.0002265648,0.0008325667,0.00009568612,0.0004759057],"category_scores_gemma":[0.0002399813,0.00006890252,0.00006512728,0.001812004,0.005029179,0.0007080424,0.00001019925,0.0004537927,0.00003507759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001151075,"about_ca_system_score_gemma":0.0003588384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096218,"about_ca_topic_score_gemma":0.005218931,"domain_scores_codex":[0.9974368,0.0002791787,0.0002296744,0.0003837806,0.0009541747,0.0007164465],"domain_scores_gemma":[0.9987156,0.0003132616,0.00006273826,0.000395264,0.0002233081,0.0002898424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006339921,0.000009709821,0.8949597,0.000007738815,0.000005720064,0.000001868687,0.0002986136,0.00000399641,0.005860108,0.0002503638,0.0001183791,0.09847746],"study_design_scores_gemma":[0.0001081819,0.0001146179,0.9926701,0.00001461203,0.000001453319,0.00001428376,0.0003312533,0.0003910258,0.00426459,0.001900224,0.0001031899,0.00008646875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564196,0.002048668,0.00000812032,0.00077471,0.0001674862,0.0003503971,0.000022629,0.00001204822,0.04019627],"genre_scores_gemma":[0.9992074,0.00007302425,0.0005970218,0.00002792197,0.00003572346,0.000002943888,8.7335e-7,5.632935e-7,0.00005450832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.098391,"threshold_uncertainty_score":0.9976786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824592491378614,"score_gpt":0.2829784809548795,"score_spread":0.2547325560410933,"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."}}