{"id":"W7047079077","doi":"","title":"Field and numerical studies of an arctic highway embankment compacted with frozen fill over permafrost","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Levee; Arctic; Instrumentation (computer programming); Numerical models; Numerical modeling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003268753,0.0001466186,0.0003652128,0.00007342579,0.00006300995,0.00001013355,0.0001161346,0.0001028194,0.00003457061],"category_scores_gemma":[0.000005998445,0.0001563696,0.00003404109,0.00007473565,0.00003813667,0.0001211818,0.00002220308,0.00008836147,0.000005118642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004118338,"about_ca_system_score_gemma":0.00001370933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111332,"about_ca_topic_score_gemma":0.01307031,"domain_scores_codex":[0.9995148,0.00001737129,0.00007932213,0.000161499,0.0001230286,0.0001039921],"domain_scores_gemma":[0.9995457,0.00005663839,0.00007675018,0.0001938924,0.00008788277,0.00003915299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002249597,0.001057868,0.1701933,0.01873961,0.007048313,0.00009270623,0.051847,0.006903782,0.7164592,0.002219516,0.01920807,0.003981081],"study_design_scores_gemma":[0.001781433,0.0008228034,0.7529591,0.001034888,0.0008686105,0.000009457995,0.211296,0.003084191,0.02544574,0.00007129126,0.001699558,0.0009269727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988593,0.0001790512,0.0000579119,0.00005833396,0.0001694807,0.0001809862,0.00009869663,0.00005235976,0.0003438678],"genre_scores_gemma":[0.9987109,0.0001196011,0.0006772294,0.000005198435,0.00002175522,6.342378e-7,0.0002750801,0.00002002593,0.0001695363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910135,"threshold_uncertainty_score":0.7293541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665253801120754,"score_gpt":0.2214333105455633,"score_spread":0.2047807725343558,"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."}}