{"id":"W4394969314","doi":"10.1016/j.quascirev.2024.108629","title":"Multi-proxy paleoenvironmental reconstruction of Robertson Bay, East Antarctica, since the last glacial period","year":2024,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Ministero dell'Istruzione e del Merito; Ministero degli Affari Esteri e della Cooperazione Internazionale; Ministry of Business, Innovation and Employment","keywords":"Glacial period; Bay; Geology; Period (music); Proxy (statistics); Oceanography; Physical geography; Paleontology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001931643,0.0001575575,0.0002683403,0.0001252735,0.0004445215,0.00008845605,0.0006317766,0.00006641237,0.001727124],"category_scores_gemma":[0.00008896272,0.00009248146,0.0001112832,0.0005541014,0.002565312,0.0005532346,0.00004861718,0.000302653,0.001198809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005254906,"about_ca_system_score_gemma":0.0001218018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034515,"about_ca_topic_score_gemma":0.001854727,"domain_scores_codex":[0.9980419,0.0003104642,0.000390717,0.0004726812,0.0003393469,0.0004449484],"domain_scores_gemma":[0.9993542,0.00009763001,0.0000958638,0.0003135359,0.00002012119,0.0001186029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001278259,0.00001325739,0.9604649,0.00008374418,0.000006010309,0.00002609284,0.0003682883,0.00001777808,0.0004753478,0.00006222056,0.00001699977,0.0384526],"study_design_scores_gemma":[0.0001612777,0.0002427791,0.9380053,0.0002955391,0.00002983651,0.001700304,0.0004013653,0.04667106,0.0002615499,0.0001823033,0.01182017,0.0002285497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759402,0.01840813,0.0002334981,0.002408255,0.001270645,0.0005210242,0.00002137359,0.0000288482,0.001168007],"genre_scores_gemma":[0.9946358,0.00368532,0.001335321,0.00007286394,0.00008170222,0.000005540688,0.0000111951,0.000002539555,0.0001697666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04665328,"threshold_uncertainty_score":0.9995789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343912614007059,"score_gpt":0.2796574282601686,"score_spread":0.246218302120098,"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."}}