{"id":"W4414445144","doi":"10.1016/j.geog.2025.06.003","title":"Sensitivity of glacial isostatic adjustment observations on 3D Earths with lateral viscosity variations: A perspective from the Forward problem","year":2025,"lang":"en","type":"article","venue":"Geodesy and Geodynamics","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Post-glacial rebound; Perturbation (astronomy); Computation; Sensitivity (control systems); Inverse problem; Perspective (graphical)","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":[0.00024713,0.0001195804,0.0001503433,0.00003236596,0.0002742005,0.00004465179,0.0000671544,0.00003880993,0.00002691146],"category_scores_gemma":[0.00003729346,0.00008002757,0.00003529407,0.000204973,0.00008418311,0.000108321,0.00001482593,0.0001245724,0.000006014761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001133775,"about_ca_system_score_gemma":0.00008200759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02316784,"about_ca_topic_score_gemma":0.05712605,"domain_scores_codex":[0.9991671,0.0001189085,0.0001368611,0.0002145159,0.0001975249,0.0001651221],"domain_scores_gemma":[0.9992893,0.0003134634,0.00007730473,0.0001639745,0.0001193889,0.00003661325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003103115,0.0001683059,0.933853,0.0000341906,0.000294082,0.000003310446,0.002305954,0.02691409,0.00005893999,0.02129393,0.0000629733,0.01470095],"study_design_scores_gemma":[0.0003483753,0.0001212723,0.9022139,0.0000569528,0.0000691765,5.510869e-7,0.000281464,0.07844166,0.000005001764,0.01830282,0.00007447083,0.00008431381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928831,0.0000711487,0.003139035,0.001188828,0.0001032714,0.0003854804,0.0006170882,0.0000103112,0.001601727],"genre_scores_gemma":[0.9978912,0.00002342403,0.001332922,0.0004105583,0.00002712156,0.00000313179,0.0001925204,0.000001828722,0.0001172807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05152758,"threshold_uncertainty_score":0.983337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159807298113392,"score_gpt":0.2100533125066547,"score_spread":0.1984552395255208,"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."}}