{"id":"W3210330343","doi":"10.1139/cgj-2021-0327","title":"Investigation of grouting diffusion in a single rock fracture considering the influences of obstructions","year":2021,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Fracture (geology); Grout; Diffusion; Diffusion process; Geology; Rheology; Materials science; Mechanics; Composite material; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002242613,0.00008237647,0.000170654,0.0001394439,0.0001011357,0.00001950153,0.0001315405,0.000160043,0.00002431284],"category_scores_gemma":[0.0004023735,0.00007123045,0.00005667155,0.0002986056,0.00006072715,0.00007239551,0.00002120692,0.0005588197,5.46583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130948,"about_ca_system_score_gemma":0.0002231076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429984,"about_ca_topic_score_gemma":0.01519331,"domain_scores_codex":[0.9991407,0.00005448114,0.0003936216,0.00007856765,0.0001122659,0.0002203261],"domain_scores_gemma":[0.9994224,0.0001085491,0.00009686823,0.0001283105,0.00009140403,0.0001524548],"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":[0.000005158585,0.00001803884,0.03072002,0.0001364553,0.00007731876,0.0001790928,0.004366928,0.7936997,0.1596224,0.004684866,0.0002759999,0.006214058],"study_design_scores_gemma":[0.001794271,0.000193561,0.3172994,0.002070304,0.0001693718,0.004487761,0.0166788,0.4638593,0.1114172,0.07723376,0.003765305,0.001030948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948723,0.00048356,0.00379068,0.000431306,0.0002379527,0.00004412105,0.000003606361,0.0000185058,0.0001179825],"genre_scores_gemma":[0.9992951,0.00004312482,0.000465161,0.0001305977,0.00004971373,0.000001293509,0.000001654151,0.00000993,0.000003416325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3298404,"threshold_uncertainty_score":0.8478224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646904409422071,"score_gpt":0.1983504606327222,"score_spread":0.1818814165385015,"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."}}