{"id":"W2141588255","doi":"10.14430/arctic860","title":"Bathymetric Mapping of Shallow Water in Thaw Lakes on the North Slope of Alaska with Spaceborne Imaging Radar","year":2000,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathymetry; Geology; Bathymetric chart; Synthetic aperture radar; Remote sensing; Digital elevation model; Elevation (ballistics); Geomorphology; Oceanography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001934503,0.00009202579,0.0001433616,0.0001209294,0.00004385644,0.00001383703,0.0001377493,0.00001535549,0.01131528],"category_scores_gemma":[0.00001030325,0.00004661382,0.00003052316,0.0003707175,0.00007644577,0.00009069639,0.000005766137,0.00009255842,0.000115244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002208263,"about_ca_system_score_gemma":0.00001076662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006133101,"about_ca_topic_score_gemma":0.0530687,"domain_scores_codex":[0.9992702,0.00004665106,0.00014983,0.0001353709,0.0001759619,0.000221963],"domain_scores_gemma":[0.9995596,0.0001886644,0.00003546026,0.0001656568,0.0000180661,0.00003253664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004735859,0.00001641697,0.9929936,0.00002998557,0.000007799133,0.00001517139,0.001626139,0.000247473,0.0000875228,0.000003984454,0.0000282542,0.004896319],"study_design_scores_gemma":[0.0002145174,0.0000800499,0.9976783,0.00008173766,0.000007445355,0.000008858288,0.0004532004,0.0004515367,0.0002919527,0.00004584189,0.0006081529,0.00007837066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910135,0.0002150687,4.93958e-7,0.0008882766,0.00003104907,0.0001165187,0.0001531814,0.000005615063,0.007576272],"genre_scores_gemma":[0.9992177,0.0001681106,0.0000363475,0.0002491033,0.00002616362,7.825007e-7,0.0001620358,0.000003457191,0.0001362419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0469356,"threshold_uncertainty_score":0.9895885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180617999671745,"score_gpt":0.1940487391749391,"score_spread":0.1722425591782217,"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."}}