{"id":"W1994897564","doi":"10.1142/s0218348x15400058","title":"FRACTAL ASPECTS OF MISCIBLE DISPLACEMENT IN ROUGH FRACTURES: AN EXPERIMENTAL APPROACH","year":2015,"lang":"en","type":"article","venue":"Fractals","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Yale University","keywords":"Fractal dimension; Fractal; Viscosity; Displacement (psychology); Front (military); Materials science; Surface finish; Mechanics; Surface roughness; Fracture (geology); Geology; Flow (mathematics); Geometry; Mineralogy; Geotechnical engineering; Mathematics; Composite material; Physics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003559439,0.0002447599,0.000232277,0.0005615333,0.0002434742,0.0002283314,0.0002519663,0.0003380404,0.0007851394],"category_scores_gemma":[0.0006211565,0.0002083053,0.0002854006,0.0002782861,0.0004762264,0.0002990439,0.0002757622,0.0006251703,0.00009164506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696498,"about_ca_system_score_gemma":0.00009366093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005732078,"about_ca_topic_score_gemma":0.000538485,"domain_scores_codex":[0.9997882,0.00002464634,0.00001291927,0.00004200417,0.00009426579,0.00003800841],"domain_scores_gemma":[0.9994323,0.0002560184,0.00010385,0.00007985451,0.0001014528,0.00002644741],"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":[0.00004254816,0.00003301705,0.000711239,0.00004637856,0.000004167917,0.00004063731,0.00006491267,0.00107602,0.9952656,0.0002365463,0.0000183491,0.002460635],"study_design_scores_gemma":[0.00001471552,0.000702091,0.01795206,0.00001320938,0.00002179066,0.0002396942,0.0001143614,0.02885833,0.9505717,0.0005284484,0.0009455963,0.00003808515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753571,0.0005929425,0.02301768,0.00002873301,0.000012918,0.00006149469,0.0001609193,0.00006344825,0.0007048132],"genre_scores_gemma":[0.9854516,0.0003420676,0.01372127,0.00001080834,0.000008160362,0.00005200358,0.0001213167,0.000008813926,0.0002839812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007851394,"threshold_uncertainty_score":0.002626538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754659763814119,"score_gpt":0.2857383193076848,"score_spread":0.2581917216695436,"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."}}