{"id":"W2328755228","doi":"10.1061/9780784412350.0122","title":"Towards Better Injection Control and Verification of Rock Grouting","year":2012,"lang":"en","type":"article","venue":"","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Grout; Geotechnical engineering; Rock mass classification; Data acquisition; Geology; Cement; Rheology; Closure (psychology); Engineering; Mining engineering; Computer science; Materials science; Law","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":[0.0001566719,0.00005804727,0.0000886809,0.00003394009,0.00002258957,0.00000455296,0.0000257832,0.00006634145,0.00001546787],"category_scores_gemma":[0.00002318439,0.00005500106,0.00001664147,0.00004151343,0.000006208522,0.00009780301,0.000007286264,0.00005843887,0.000007459972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492032,"about_ca_system_score_gemma":0.000001991917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002616752,"about_ca_topic_score_gemma":0.000002832676,"domain_scores_codex":[0.999633,0.00001348545,0.0001221787,0.0000511641,0.00004482783,0.0001353116],"domain_scores_gemma":[0.9998396,0.00001652317,0.00002284703,0.00007116749,0.00001812476,0.00003171269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006406592,0.0001819107,0.3357518,0.0007338453,0.0003937348,0.000001130846,0.0153276,0.009969131,0.2101408,0.243045,0.001664025,0.182727],"study_design_scores_gemma":[0.001348122,0.000121044,0.2323848,0.00002631451,0.00008664951,0.0000377244,0.001336306,0.7321027,0.02963934,0.001580353,0.0009333995,0.0004032137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7917645,0.0001589732,0.2014041,0.00002515347,0.0003527439,0.00005825987,9.894279e-7,0.0001100719,0.006125273],"genre_scores_gemma":[0.9991907,0.000009112413,0.0006093084,0.00005333549,0.00009352138,0.000003979943,0.000001791838,0.000009407039,0.00002882231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7221336,"threshold_uncertainty_score":0.2242878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008020548972874119,"score_gpt":0.1984132075764697,"score_spread":0.1903926586035956,"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."}}