{"id":"W4221092747","doi":"10.5194/egusphere-egu22-1447","title":"Benchmark of numerical GIA codes capable of laterally heterogeneous earth structures","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Post-glacial rebound; Geodetic datum; Geology; Viscoelasticity; Geodesy; Compressibility; Mantle (geology); Geophysics; Sea level; Physics; Mechanics; Oceanography","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":[0.002272069,0.001072668,0.0008244402,0.001184078,0.0008113381,0.001911208,0.003193778,0.001795763,0.006862117],"category_scores_gemma":[0.01067554,0.0004110991,0.0009564492,0.001327624,0.001202758,0.001318869,0.001963343,0.001575481,0.002402012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233673,"about_ca_system_score_gemma":0.001733023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235015,"about_ca_topic_score_gemma":0.002995608,"domain_scores_codex":[0.9987724,0.0003179045,0.0001481841,0.0001269969,0.000487378,0.0001471165],"domain_scores_gemma":[0.9945364,0.002170299,0.0002983107,0.0009970015,0.001671372,0.0003266271],"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":[0.0004960579,0.0002258304,0.004890542,0.0004102147,0.00009878408,0.0002222574,0.0002802439,0.8965004,0.006537666,0.02528618,0.009899264,0.05515259],"study_design_scores_gemma":[0.00005054618,0.00004953687,0.0004181402,0.00005276341,0.00001028643,0.00004551268,0.0000513314,0.985104,0.004635891,0.003291166,0.006266952,0.00002395817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3250112,0.002399086,0.5249295,0.002192604,0.001214016,0.0007920749,0.007687923,0.03409711,0.1016765],"genre_scores_gemma":[0.6973307,0.0007262277,0.2807258,0.0003670942,0.0001145858,0.001005394,0.009453571,0.002799296,0.007477385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008235015,"threshold_uncertainty_score":0.02295601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201441995371955,"score_gpt":0.2244111433655159,"score_spread":0.2042669438283204,"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."}}