{"id":"W4415507723","doi":"10.1016/j.quascirev.2025.109661","title":"Evolution of sedimentary phosphorus of the Southern Yellow Sea since the Holocene","year":2025,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Ministry of Natural Resources; United Nations","keywords":"Holocene; Biogeochemical cycle; Eutrophication; Sediment; Sedimentary rock; Sedimentary depositional environment; Climate change; Productivity; Ecosystem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002546147,0.0001009236,0.0002444329,0.0000781014,0.0003491345,0.00001037191,0.001306869,0.00004898166,0.0002439005],"category_scores_gemma":[0.0001500245,0.00004766698,0.000106475,0.001099673,0.002384885,0.0001282632,0.00007959534,0.0001880407,0.0001810257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004393306,"about_ca_system_score_gemma":0.0002714869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250456,"about_ca_topic_score_gemma":0.0003314872,"domain_scores_codex":[0.998385,0.0003784309,0.0003642337,0.000244785,0.0003222663,0.0003053107],"domain_scores_gemma":[0.9989961,0.0001807739,0.0001968913,0.0005188135,0.00006591295,0.00004146498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001640625,0.00001245432,0.9950285,0.00004434949,0.000005484874,9.884295e-7,0.0001534729,0.0001008238,0.00008960057,0.0001364944,0.0002108744,0.004200572],"study_design_scores_gemma":[0.000120424,0.00006857253,0.9887035,0.0001650379,0.00002463164,0.00001722055,0.0002990128,0.003796845,0.002119547,0.001101246,0.003510959,0.00007303297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661828,0.02742845,0.00004646795,0.002049459,0.0004757209,0.000403455,0.0000206552,0.000006119216,0.003386928],"genre_scores_gemma":[0.9972225,0.00176485,0.0001165278,0.000258995,0.00001284021,0.000002378282,0.000003079379,8.447425e-7,0.000617917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03103982,"threshold_uncertainty_score":0.8787206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101624755492683,"score_gpt":0.2711883522944213,"score_spread":0.2501721047394945,"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."}}