{"id":"W2314052988","doi":"","title":"Deformation Analysis Using a Multi-Parameter Transformation","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Deformation (meteorology); Geography; Geodesy; Computer science; Cartography; Geology; Biology; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008821253,0.0001024611,0.0001513709,0.0001705193,0.00002331797,0.00003616368,0.00006302876,0.00004783883,0.0002637561],"category_scores_gemma":[0.000007653746,0.00009095108,0.00007539005,0.0002654774,0.000004657059,0.0001685254,0.000004035608,0.00005803701,0.00009681549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782296,"about_ca_system_score_gemma":0.000003236155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009416303,"about_ca_topic_score_gemma":0.000003814546,"domain_scores_codex":[0.9994015,0.000007143381,0.0002092578,0.00006475673,0.0001484355,0.0001688823],"domain_scores_gemma":[0.9997503,0.00001108552,0.00001773921,0.0001639131,0.00002013954,0.00003686443],"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":[0.000001018982,0.00000437359,0.0007633674,0.0001428121,0.0002330595,1.499638e-7,0.000830366,0.9918178,0.00465937,0.0000948196,0.000008179534,0.001444666],"study_design_scores_gemma":[0.0001841921,0.000005090208,0.01551521,0.00001253151,0.0001463212,0.000002115895,0.00005915304,0.9825736,0.00119251,0.000066904,0.0001245472,0.0001178538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6822444,0.00002076737,0.3165634,0.000003876173,0.0001294106,0.000109377,0.000003198042,0.000122775,0.0008028115],"genre_scores_gemma":[0.9805642,0.000002277351,0.01936226,0.00001124478,0.000009893652,0.000004847889,0.00001778284,0.00001141606,0.00001604271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2983198,"threshold_uncertainty_score":0.3708878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485191966331262,"score_gpt":0.2134244516684115,"score_spread":0.1985725320050989,"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."}}