{"id":"W1643298042","doi":"10.1029/2003wr002631","title":"Complex dispersion in simple fractured media","year":2004,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Orientation (vector space); Dispersion (optics); Scaling; Grid; Transverse plane; Fracture (geology); Flow (mathematics); Mechanics; Aperture (computer memory); Geometry; Context (archaeology); Geology; Physics; Optics; Mathematics; Geotechnical engineering; Structural engineering; Engineering; Acoustics","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":[0.0007613247,0.0003673786,0.0005911013,0.001174668,0.0007730887,0.001220239,0.0004062254,0.0008134895,0.0009176658],"category_scores_gemma":[0.005950649,0.0004037591,0.0003858265,0.0007170406,0.001515093,0.001820912,0.00083917,0.0004794025,0.0001220444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031438,"about_ca_system_score_gemma":0.000340264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546517,"about_ca_topic_score_gemma":0.004409435,"domain_scores_codex":[0.9993244,0.0001434715,0.00006292162,0.0001641134,0.0002125098,0.00009255848],"domain_scores_gemma":[0.9973419,0.001589842,0.0004470014,0.0002685273,0.0002442969,0.0001083234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003300555,0.0001757659,0.01675231,0.0003278229,0.00009867926,0.001097609,0.0008243955,0.8663768,0.06288069,0.03119405,0.0004191735,0.01952259],"study_design_scores_gemma":[0.0001053775,0.0004165167,0.01405215,0.00006787301,0.00006209647,0.0006133889,0.0004341738,0.8870159,0.04664732,0.04697712,0.003484513,0.0001235438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467804,0.0003461966,0.04787271,0.0001505294,0.00002007179,0.0001081469,0.0001704021,0.00007386172,0.004477581],"genre_scores_gemma":[0.9921014,0.000209647,0.006857776,0.00001949523,0.000007563413,0.00004089327,0.00007800783,0.000007094864,0.0006781304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00546517,"threshold_uncertainty_score":0.01086676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05118830729688901,"score_gpt":0.3134649379032988,"score_spread":0.2622766306064098,"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."}}