{"id":"W2970534197","doi":"10.1002/gea.21757","title":"Using ground penetrating radar to understand the failure of the Koh Ker Reservoir, Northern Cambodia","year":2019,"lang":"en","type":"article","venue":"Geoarchaeology","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Australian Research Council; University of Sydney; Commonwealth Scholarship Commission; Arizona State University; Wenner-Gren Foundation","keywords":"Spillway; Laterite; Geology; Excavation; Ground-penetrating radar; Hydrology (agriculture); Wet season; Dike; Karst; Geomorphology; Mining engineering; Geotechnical engineering; Archaeology; Radar; Geochemistry; Geography; Paleontology; Cartography; Engineering","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":[0.0007906265,0.0001208289,0.0001679615,0.00006083432,0.000351623,0.00001152021,0.0005812654,0.0001045576,0.001630803],"category_scores_gemma":[0.0002265901,0.00006177743,0.0000768825,0.0003535682,0.0008089573,0.00008443365,0.0002176051,0.0003999004,0.000143485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000137627,"about_ca_system_score_gemma":0.0001268888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01891729,"about_ca_topic_score_gemma":0.155816,"domain_scores_codex":[0.9981436,0.0004954974,0.0002082904,0.0002690337,0.0003764155,0.0005071885],"domain_scores_gemma":[0.9988338,0.0005125991,0.0000876857,0.0003828576,0.00007420264,0.0001088702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002135812,0.000004604444,0.9804807,0.00003329483,0.0000302433,0.000006765696,0.003407043,0.004159227,0.001709801,0.001068722,0.00005328183,0.00883271],"study_design_scores_gemma":[0.0003130557,0.0005593093,0.9504641,0.00002620402,0.000009560488,0.00005814776,0.003650125,0.001596993,0.0002007743,0.04038248,0.002579138,0.000160141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916432,0.0002208751,0.0008087188,0.004891407,0.000210591,0.0006238268,0.00002357072,0.00001321384,0.001564547],"genre_scores_gemma":[0.9976238,0.00001147233,0.001564204,0.0003390553,0.0000810886,0.000001434552,0.000008559246,0.000003988179,0.0003663799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368987,"threshold_uncertainty_score":0.9992818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422120078035171,"score_gpt":0.2595735773409525,"score_spread":0.2173615695374354,"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."}}