{"id":"W4408877626","doi":"10.1007/s00190-025-01949-3","title":"Depth modernization by integrating mean sea surface model, ocean tide model, and precise ship positioning","year":2025,"lang":"en","type":"article","venue":"Journal of Geodesy","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Educational Development Foundation; National Science and Technology Council","keywords":"Geodesy; Geology; Precise Point Positioning; Tide gauge; Ocean tide; Oceanography; Climatology; Meteorology; Geography; Sea level; Global Positioning System; Computer science; GNSS applications; Telecommunications","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":[0.0004782804,0.0005223891,0.0003586121,0.0006796557,0.000161509,0.0006319553,0.0004651111,0.0001999974,0.0005897861],"category_scores_gemma":[0.00149308,0.0002688858,0.0006772931,0.0007486316,0.0002538137,0.001046614,0.0007182737,0.0005037368,0.00009903178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955283,"about_ca_system_score_gemma":0.0007798412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412222,"about_ca_topic_score_gemma":0.00759283,"domain_scores_codex":[0.9998018,0.00004703266,0.00001281143,0.00005787534,0.00005863416,0.00002190953],"domain_scores_gemma":[0.9996908,0.00006990155,0.00006228311,0.00006962824,0.00009261352,0.00001484047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004018731,0.0000188254,0.009669689,0.00002762121,0.00005549855,0.0000313898,0.00005837703,0.8832434,0.003936746,0.006911745,0.0003404588,0.09566602],"study_design_scores_gemma":[0.000002861697,0.00001450839,0.001546071,0.000002091856,0.000007675225,0.000006576473,0.0000085513,0.9961267,0.0007398882,0.000973236,0.0005669955,0.000004953971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2579049,0.0003797761,0.7380209,0.0001514262,0.00004323606,0.00003135604,0.0002088074,0.0008075319,0.002452153],"genre_scores_gemma":[0.9064122,0.0002937066,0.09187497,0.000021544,0.00003616423,0.00001766408,0.0002949512,0.000150657,0.000898091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01412222,"threshold_uncertainty_score":0.02808005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840963349457152,"score_gpt":0.2335993765890501,"score_spread":0.2151897430944786,"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."}}