{"id":"W2134674216","doi":"10.1520/gtj13143","title":"A New Laboratory Apparatus for Grout Injection Studies","year":2006,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Grout; Consolidation (business); Geotechnical engineering; Compaction; Materials science; Fracture (geology); Geology","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":[0.0006008305,0.0001765528,0.0002579094,0.000102264,0.0002499036,0.00005947358,0.0001491819,0.0001833542,0.000004025584],"category_scores_gemma":[0.001115179,0.0001668768,0.00008594473,0.000305086,0.00004363725,0.0001089114,0.00003367781,0.0005628035,0.000009700392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377649,"about_ca_system_score_gemma":0.00006603377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001190272,"about_ca_topic_score_gemma":0.000008350309,"domain_scores_codex":[0.9988311,0.00002948362,0.0004163942,0.0001546508,0.0001467814,0.0004216029],"domain_scores_gemma":[0.9991425,0.00031148,0.0001030092,0.0001302358,0.0002052186,0.000107582],"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":[0.00007787804,0.0001536878,0.002458071,0.0003962609,0.0003940302,0.0001599388,0.0004905761,0.6878298,0.03249921,0.04005817,0.1498241,0.08565828],"study_design_scores_gemma":[0.00477782,0.001870097,0.005688705,0.0008309427,0.0004083765,0.004024526,0.0009178171,0.5374358,0.005248947,0.4005205,0.03614148,0.002135008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1696599,0.004836788,0.8194037,0.0001645543,0.002481869,0.0002952151,0.000007599284,0.001588071,0.001562246],"genre_scores_gemma":[0.9453874,0.00004774521,0.05223776,0.00006676399,0.002008633,0.00001822985,0.000002298614,0.00005407176,0.0001770648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7757275,"threshold_uncertainty_score":0.6805038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297363578334099,"score_gpt":0.2652992194177957,"score_spread":0.2323255836344547,"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."}}