{"id":"W4392617924","doi":"10.2478/rgg-2024-0005","title":"Accuracy assessment of high and ultra high-resolution combined GGMs, and recent satellite-only GGMs – Case studies of Poland and Ethiopia","year":2024,"lang":"en","type":"article","venue":"Reports on Geodesy and Geoinformatics","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Satellite; Geopotential; Geodesy; Gravitational field; High resolution; Environmental science; Remote sensing; Geography; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115281,0.000627633,0.000630366,0.001589279,0.000312917,0.001020873,0.00080656,0.000718775,0.0004856861],"category_scores_gemma":[0.003004731,0.0003150609,0.000923668,0.001919721,0.0003858399,0.000764908,0.0009558153,0.0003829041,0.0001408291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724339,"about_ca_system_score_gemma":0.0004449147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02707422,"about_ca_topic_score_gemma":0.02180186,"domain_scores_codex":[0.9992185,0.0002108095,0.00007379446,0.0001492351,0.0002483235,0.00009931769],"domain_scores_gemma":[0.9987308,0.0003652546,0.0001671049,0.0002937942,0.0003790871,0.00006390949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009564915,0.000308104,0.3648199,0.0003385946,0.001027077,0.001385614,0.000439852,0.5499717,0.0198533,0.001078294,0.0007080242,0.05911309],"study_design_scores_gemma":[0.0001752853,0.0003808639,0.2940352,0.0001426053,0.000528231,0.0004938105,0.001103384,0.680196,0.01926182,0.0005241287,0.003051689,0.0001069568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948456,0.000205135,0.003406166,0.00004573743,0.000007824908,0.00002052515,0.0004726061,0.00009485225,0.0009014995],"genre_scores_gemma":[0.9956664,0.00005917716,0.003903831,0.000004202406,0.00000371371,0.000006583566,0.0002352813,0.00001070104,0.0001100395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02707422,"threshold_uncertainty_score":0.05383325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750002867757368,"score_gpt":0.2830924659258151,"score_spread":0.2555924372482414,"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."}}