{"id":"W4389914719","doi":"10.1080/00396265.2023.2293367","title":"Assessment of temporal variations of orthometric/normal heights at proposed International Height Reference Frame sites using GRACE/GRACE-FO","year":2023,"lang":"en","type":"article","venue":"Survey Review","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Narodowe Centrum Nauki","keywords":"Reference frame; Geodesy; Frame (networking); Frame of reference; Geography; Geology; Mathematics; Computer science; Physics; Telecommunications; Classical mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002306733,0.0001384114,0.000396823,0.000176755,0.0001056919,0.0000212978,0.0002835892,0.00004758947,0.001050652],"category_scores_gemma":[0.0002584197,0.0001076375,0.0001006,0.001500732,0.0000479109,0.0001785194,0.00004606139,0.0001145031,0.00007646418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001270677,"about_ca_system_score_gemma":0.0001437059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445606,"about_ca_topic_score_gemma":0.003163436,"domain_scores_codex":[0.9978767,0.0004204751,0.0005394588,0.0002384691,0.0007226691,0.000202201],"domain_scores_gemma":[0.9986315,0.0002345006,0.0004229799,0.0002517439,0.000380537,0.00007875277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000458981,0.00004181937,0.9970189,0.0004873293,0.00005379772,0.000001668712,0.00001177288,0.0000850651,0.0001345749,0.0001121532,0.0001476243,0.001900688],"study_design_scores_gemma":[0.0001230788,0.00005572473,0.995549,0.0004393962,0.00003300159,0.000001205574,0.000002866618,0.002136753,0.00004474859,0.0002344169,0.001261652,0.0001181707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988577,0.007667613,0.000195404,0.0001107143,0.0004309242,0.0005735239,0.001064564,0.00002778365,0.001352452],"genre_scores_gemma":[0.9920008,0.004212688,0.001463257,0.00003227507,0.00002004842,0.000001488584,0.002085678,0.000004029156,0.0001797287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003454925,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469891512731548,"score_gpt":0.3401918594844874,"score_spread":0.1932027082113326,"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."}}