{"id":"W4414692041","doi":"10.11159/ijci.2025.013","title":"Assessment of Surface Displacement at Ash Dam Facility Utilising InSAR","year":2025,"lang":"en","type":"article","venue":"International Journal of Civil Infrastructure","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Interferometric synthetic aperture radar; Displacement (psychology); Earth surface; Surface (topology); Erosion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066811,0.000280968,0.0002357682,0.0004348918,0.0003260498,0.0003913256,0.0002906193,0.0005429359,0.0007970511],"category_scores_gemma":[0.0002392989,0.0001151012,0.0001781209,0.0003753185,0.0001493748,0.0003427241,0.000254092,0.0002522004,0.0002738945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637036,"about_ca_system_score_gemma":0.0003801013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00626234,"about_ca_topic_score_gemma":0.01492873,"domain_scores_codex":[0.9998425,0.00001565516,0.000005157466,0.00002241577,0.00007451876,0.0000397574],"domain_scores_gemma":[0.9998537,0.00002971116,0.00002077632,0.00001460998,0.0000538479,0.00002732389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001315741,0.0006465951,0.4533261,0.000242579,0.000144533,0.002346679,0.0008091833,0.1665728,0.2592205,0.0009645203,0.002378436,0.1120322],"study_design_scores_gemma":[0.00003714642,0.001370763,0.727307,0.00002180554,0.00008394651,0.0002790137,0.00126129,0.2413471,0.02591965,0.0002434063,0.002077118,0.00005172361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957515,0.00002575014,0.001641694,0.00004036889,0.000009494492,0.00001324094,0.0002865939,0.00008449993,0.002146846],"genre_scores_gemma":[0.9980025,0.00002471565,0.001141095,0.000005763385,0.000002237899,0.0000041399,0.0001839594,0.000003542759,0.0006319725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00626234,"threshold_uncertainty_score":0.01245177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004765622936891453,"score_gpt":0.2732217301670067,"score_spread":0.2684561072301152,"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."}}