{"id":"W4406064739","doi":"10.1016/j.marpetgeo.2024.107283","title":"First application of high-resolution X-ray computed tomography to quantify the fossil record of foraminifera: The Nicola bed, Monte San Nicola, Sicily; type area for the Quaternary System","year":2025,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowe Centrum Nauki; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Geology; Foraminifera; Quaternary; Paleontology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000379071,0.0003433196,0.0001062939,0.001543945,0.0003992767,0.0005519576,0.0005118925,0.000358259,0.001208933],"category_scores_gemma":[0.0007076976,0.0002063585,0.0001108989,0.000874234,0.0003780482,0.0001814031,0.0005003976,0.0001914804,0.0003340126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452904,"about_ca_system_score_gemma":0.0002914267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03117508,"about_ca_topic_score_gemma":0.120133,"domain_scores_codex":[0.9998598,0.00002462003,0.00001028661,0.00003501299,0.00005349689,0.00001677599],"domain_scores_gemma":[0.9996979,0.00003473907,0.00006536967,0.00005266986,0.0001249337,0.00002437262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209333,0.00004739278,0.9186911,0.00005762645,0.00005617259,0.0003588938,0.0006217004,0.001068686,0.04673773,0.0001286017,0.0004834134,0.03162778],"study_design_scores_gemma":[0.000002334142,0.00002114129,0.9956064,0.000006786715,0.00000752231,0.0001161533,0.0001283593,0.001334323,0.001443501,0.000008597124,0.001321986,0.000002883949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944009,0.0004487768,0.001266833,0.00004416921,0.000006172281,0.00005051243,0.0006750977,0.00004561181,0.003061936],"genre_scores_gemma":[0.9912039,0.0001756196,0.006284518,0.00001818505,0.00001323338,0.00003661307,0.0008315924,0.00001504803,0.001421381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03117508,"threshold_uncertainty_score":0.06198722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032641663386232,"score_gpt":0.2035570497859847,"score_spread":0.1932306331521223,"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."}}