{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007774584,0.000174772,0.0003509946,0.00009991299,0.0001524973,0.00009238886,0.00002718736,0.00007303686,0.00001078607],"category_scores_gemma":[0.00008928805,0.0001307876,0.00002349654,0.0001221805,0.000182,0.0003001264,0.00002282235,0.0001499319,5.734918e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005163451,"about_ca_system_score_gemma":0.00006766847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558828,"about_ca_topic_score_gemma":0.0004456458,"domain_scores_codex":[0.9986784,0.00003849009,0.0005864048,0.0001892988,0.0003182177,0.0001891308],"domain_scores_gemma":[0.9990333,0.0002926916,0.0002837709,0.0001646172,0.0001105168,0.000115105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00014797,0.0001315145,0.4148517,0.005244809,0.0006264095,0.0009238962,0.005988894,0.000916926,0.0001951705,0.004189632,0.0001656395,0.5666174],"study_design_scores_gemma":[0.0009208995,0.001291568,0.9642355,0.0006491258,0.0002689322,0.00315316,0.001931023,0.01410129,0.0003001906,0.01044645,0.002271138,0.0004306788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945418,0.004242193,0.00002349099,0.0001878316,0.0002247082,0.0002527645,0.00009848231,0.00001425531,0.0004145154],"genre_scores_gemma":[0.9874034,0.01185784,0.0005493313,0.00004886785,0.00001611288,9.654253e-7,0.00008681882,0.000003073866,0.00003358613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5661868,"threshold_uncertainty_score":0.5333363,"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."}}