{"id":"W4411182091","doi":"10.5194/egusphere-2025-2443","title":"A δ <sup>11</sup> B-pH calibration for the high-latitude foraminifera species Neogloboquadrina pachyderma and Neogloboquadrina incompta","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Ireland; H2020 Marie Skłodowska-Curie Actions; Marine Institute; Geological Survey of Ireland; Deutsche Forschungsgemeinschaft; Science Foundation Ireland","keywords":"Foraminifera; High latitude; Oceanography; Latitude; Geology; Environmental science; Geodesy; Benthic zone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088158,0.0003358813,0.0001539179,0.0008541506,0.0004526691,0.000377211,0.0003614084,0.0003356063,0.001355796],"category_scores_gemma":[0.0008233974,0.0001602894,0.0001420228,0.0005396154,0.0002546078,0.0003319311,0.0005867961,0.00029295,0.0006457108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640518,"about_ca_system_score_gemma":0.0001406407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005984691,"about_ca_topic_score_gemma":0.016909,"domain_scores_codex":[0.9998546,0.00001867399,0.00001090238,0.00006251095,0.00004429973,0.00000902993],"domain_scores_gemma":[0.9995739,0.00006255668,0.0001336579,0.00006395746,0.0001356944,0.00003020532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000200366,0.00002746387,0.7882582,0.0001253191,0.00008933692,0.0001496933,0.0004298449,0.001837088,0.1354137,0.0002220903,0.0006712652,0.0725757],"study_design_scores_gemma":[0.000009072072,0.00007176891,0.9543285,0.00002613267,0.00003937874,0.0004308131,0.0004084386,0.007152335,0.0326694,0.0002507479,0.004598659,0.00001483465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902942,0.0003971533,0.004530635,0.00005632106,0.00001708279,0.00001344044,0.0006969951,0.0001058739,0.00388825],"genre_scores_gemma":[0.9933193,0.0001031205,0.005522786,0.00002541753,0.000004107534,0.00001094341,0.0005105243,0.00001679083,0.0004870865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005984691,"threshold_uncertainty_score":0.01189971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891630253876585,"score_gpt":0.2621676118671686,"score_spread":0.2332513093284028,"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."}}