{"id":"W2092208897","doi":"10.1007/s00477-013-0835-6","title":"A comparison of approaches to include outcrop information in overburden thickness estimation","year":2013,"lang":"en","type":"article","venue":"Stochastic Environmental Research and Risk Assessment","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada; Polytechnique Montréal","funders":"","keywords":"Outcrop; Covariance; Kriging; Geology; Overburden; Borehole; Position (finance); Mathematics; Statistics; Geomorphology; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007347774,0.0006734924,0.0008322055,0.002531705,0.0004825375,0.001445745,0.001781365,0.0009480868,0.002159464],"category_scores_gemma":[0.01842266,0.0004460831,0.001269771,0.001919757,0.0003123102,0.001986895,0.001341914,0.0006265026,0.0003333804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009060329,"about_ca_system_score_gemma":0.001162687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02719696,"about_ca_topic_score_gemma":0.03872167,"domain_scores_codex":[0.998008,0.0009989872,0.0001464417,0.0002674585,0.0004695354,0.0001096194],"domain_scores_gemma":[0.9836628,0.01268341,0.000441956,0.0008931934,0.002141401,0.0001771834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002100979,0.0004658201,0.04523856,0.0006011956,0.001464827,0.0001096217,0.000910245,0.2986096,0.007018752,0.007976268,0.001123845,0.6343803],"study_design_scores_gemma":[0.0001778922,0.0004908661,0.03028237,0.0001145624,0.0006717155,0.0001442072,0.0005525902,0.954172,0.005781817,0.004944206,0.002543696,0.0001241135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4099581,0.002361101,0.5798107,0.0003066379,0.00009362198,0.0002623443,0.0009415721,0.000633247,0.005632645],"genre_scores_gemma":[0.6018727,0.001102568,0.3942946,0.00006470996,0.00003160815,0.0001032842,0.000817997,0.000261878,0.001450595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02719696,"threshold_uncertainty_score":0.05407733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07402624311319972,"score_gpt":0.3563299200912262,"score_spread":0.2823036769780265,"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."}}