{"id":"W4285144089","doi":"10.25103/jestr.151.21","title":"New Testing Device for the Grouting Reinforcement Performance of Fractured Rocks","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering Science and Technology Review","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Anhui University of Technology; Anhui University","keywords":"Reinforcement; Geotechnical engineering; Geology; Petroleum engineering; Mining engineering; Engineering; Structural engineering","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":[0.00163694,0.0001019294,0.0002717583,0.0002228691,0.0002102519,0.000009633306,0.0004957203,0.0000356612,0.000004747795],"category_scores_gemma":[0.0009165279,0.00007510676,0.00004048693,0.001074381,0.00005418763,0.0001221001,0.0001108304,0.0003667261,1.589032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006451577,"about_ca_system_score_gemma":0.0001095993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001307481,"about_ca_topic_score_gemma":1.749972e-7,"domain_scores_codex":[0.9990085,0.000004210918,0.0004335084,0.000086015,0.0002356463,0.0002321382],"domain_scores_gemma":[0.9992372,0.0001367259,0.0002193468,0.0001551181,0.0002093257,0.00004232052],"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":[0.00001133078,0.00002067013,0.002790533,0.004712298,0.00016303,0.00001027828,0.0004940419,0.5531037,0.0287897,0.00747475,0.001078533,0.4013511],"study_design_scores_gemma":[0.0006136572,0.0009242156,0.000629103,0.002666225,0.0002521782,0.001070912,0.0003480236,0.9462034,0.008495286,0.0002993549,0.03812451,0.0003731492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4785153,0.3556709,0.1597749,0.001993394,0.002307738,0.001077258,0.000002793719,0.0003243316,0.0003334218],"genre_scores_gemma":[0.9894478,0.004630252,0.005770264,0.00008151996,0.00003808139,0.00001232213,1.205202e-7,0.00001029364,0.000009286137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5109326,"threshold_uncertainty_score":0.3062765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138940992302901,"score_gpt":0.2284596094416103,"score_spread":0.2145655102113203,"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."}}