{"id":"W799876153","doi":"10.1520/gtj20140202","title":"Visualization of Chemical Grout Permeation in Transparent Soil","year":2015,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grout; Permeation; Geotechnical engineering; Materials science; Permeability (electromagnetism); Geology; Chemistry; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404776,0.0001096798,0.0002071089,0.0001121754,0.00002274714,0.00001596252,0.0001417252,0.0001684491,0.000005471979],"category_scores_gemma":[0.001059527,0.0001090126,0.00004658911,0.0002810557,0.00004479419,0.00008739274,0.00001897259,0.0003935702,0.000003238957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263003,"about_ca_system_score_gemma":0.00004545944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008976364,"about_ca_topic_score_gemma":0.000002783972,"domain_scores_codex":[0.9988939,0.00004577985,0.0004888627,0.0001018432,0.0002307695,0.0002388212],"domain_scores_gemma":[0.9994903,0.00008717559,0.00008499908,0.00009356489,0.0001221534,0.0001218489],"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":[0.00005285465,0.0002798152,0.01733298,0.0001794906,0.00003958333,0.00007364692,0.002052832,0.8245505,0.1188607,0.008134072,0.0003321469,0.0281114],"study_design_scores_gemma":[0.0008090627,0.0001194131,0.002036675,0.0001901589,0.00001899136,0.0003026816,0.0001198796,0.981423,0.006291406,0.008470529,0.00003394561,0.0001842495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258973,0.0001321252,0.1726009,0.00003146502,0.0002444618,0.00005963336,9.149722e-7,0.000172391,0.0008607819],"genre_scores_gemma":[0.9976658,0.00001284818,0.0021612,0.0000131549,0.000116799,0.000003156284,0.000003765621,0.000020429,0.000002896139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717684,"threshold_uncertainty_score":0.4445406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665728986519205,"score_gpt":0.2765898831812037,"score_spread":0.2100169845292832,"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."}}