{"id":"W4296348598","doi":"10.1142/s0218348x22501821","title":"FRACTAL EVIDENCE OF REACTIVE TRANSPORT IN GEOLOGIC SYSTEMS BASED ON MULTIPHASE FLOW HYDRAULIC MODELS PART II: THE BIOGEOCHEMICAL ASPECT","year":2022,"lang":"en","type":"article","venue":"Fractals","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Fractal; Fractal dimension; Porous medium; Porosity; Multiphase flow; Geology; Soil science; Mineralogy; Geotechnical engineering; Materials science; Environmental science; Petroleum engineering; Mechanics; Mathematics","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":[0.0005171477,0.0003061675,0.0004086827,0.001697202,0.0004201564,0.001097392,0.0005357596,0.0009228169,0.0007946361],"category_scores_gemma":[0.002183844,0.0003804127,0.0009324116,0.0004870157,0.00166112,0.001336346,0.0006362406,0.0007650346,0.0001020286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008122125,"about_ca_system_score_gemma":0.0003218766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871383,"about_ca_topic_score_gemma":0.0006105074,"domain_scores_codex":[0.999693,0.00006644964,0.00002461778,0.00006950632,0.00009873132,0.00004763211],"domain_scores_gemma":[0.9982712,0.000791459,0.0004588505,0.0002196648,0.0001446104,0.0001142213],"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":[0.0002939283,0.0001792572,0.02232598,0.000571917,0.0001985033,0.0009316664,0.0008632849,0.4760346,0.1049832,0.3693089,0.002267196,0.02204171],"study_design_scores_gemma":[0.00001903378,0.00005959825,0.009197227,0.00002313429,0.000020817,0.0002282931,0.00006170781,0.923488,0.005334403,0.06019283,0.001310118,0.00006473711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7580373,0.002391411,0.227353,0.000901643,0.0001047094,0.00006942395,0.0003455792,0.000458908,0.01033796],"genre_scores_gemma":[0.9924028,0.0004023622,0.006509244,0.00004284261,0.00002870233,0.00002301575,0.000106001,0.0000198193,0.0004651723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001871383,"threshold_uncertainty_score":0.005893052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479704786861406,"score_gpt":0.265449719633459,"score_spread":0.230652671764845,"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."}}