{"id":"W301901681","doi":"","title":"Investigations of dielectric properties of some frozen materials using cross-borehole radiowave pulse transmissions","year":2016,"lang":"en","type":"other","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Students on Ice","funders":"Cold Regions Research and Engineering Laboratory","keywords":"Silt; Borehole; Geology; Mineralogy; Dielectric; Alluvium; Geotechnical engineering; Materials science; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001292185,0.0001776343,0.00009541155,0.0004173353,0.0001694796,0.0002209402,0.0001808083,0.0001265596,0.0006636006],"category_scores_gemma":[0.0002203913,0.0001088753,0.00006937383,0.0003117224,0.0001497824,0.0002496821,0.0001220138,0.0001583285,0.00009118314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070213,"about_ca_system_score_gemma":0.00006309758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440072,"about_ca_topic_score_gemma":0.002384493,"domain_scores_codex":[0.9999564,0.000004024166,0.000002189477,0.00001115884,0.00001780706,0.000008560957],"domain_scores_gemma":[0.9998509,0.00004392838,0.00002911502,0.00001043505,0.00004966036,0.00001594745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002875738,0.00003615388,0.03052164,0.00004998994,0.00001367276,0.0003701511,0.0003610531,0.0006640106,0.9569312,0.00008411778,0.00003515062,0.01064526],"study_design_scores_gemma":[0.00001495307,0.001436992,0.4437033,0.00001932011,0.00005851323,0.001183709,0.001519167,0.004241306,0.5458592,0.0001268664,0.001805861,0.0000308679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984899,0.00003979653,0.001106329,0.000001518516,0.000002030195,0.000001827595,0.00004407659,0.00001336828,0.0003010933],"genre_scores_gemma":[0.9987961,0.00003453821,0.0008400753,0.000002882176,0.000001061356,0.00000169875,0.0000758618,0.000003971464,0.000243719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001440072,"threshold_uncertainty_score":0.002863348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255648320081109,"score_gpt":0.3229581922734959,"score_spread":0.1973933602653851,"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."}}