{"id":"W2165584229","doi":"10.1139/t03-069","title":"Grout field trials in outwash sands","year":2004,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grout; Geotechnical engineering; Geology; Sodium silicate; Cement; Borehole; Outwash plain; Materials science; Composite material","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":[0.001614066,0.0001551265,0.0004305431,0.0003497383,0.00009130886,0.00006264949,0.0002922878,0.0003797308,0.0001649597],"category_scores_gemma":[0.001182746,0.0001504954,0.0001657716,0.0002065594,0.00002617818,0.00008495388,0.0000156069,0.001053948,0.00004375751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311162,"about_ca_system_score_gemma":0.0003024898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143794,"about_ca_topic_score_gemma":0.03766075,"domain_scores_codex":[0.9984308,0.0000753558,0.0006376079,0.0001293192,0.0001297812,0.0005971045],"domain_scores_gemma":[0.9989711,0.0001482762,0.00005813253,0.000176238,0.00002896683,0.0006172777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001001584,0.0001427548,0.003778034,0.0001353609,0.0003539158,0.007571635,0.002186928,0.6717353,0.002929455,0.1337893,0.03862289,0.1386544],"study_design_scores_gemma":[0.02366608,0.002088328,0.02562676,0.001960617,0.0003932256,0.0119573,0.002445233,0.146277,0.00750827,0.5397161,0.2326676,0.005693548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077284,0.002496467,0.1538999,0.01048951,0.006905986,0.0007019342,0.00004094678,0.000639675,0.01709722],"genre_scores_gemma":[0.9981452,0.0001538854,0.0004602023,0.0008400326,0.0003324904,0.000005353867,0.000002064011,0.00002538359,0.00003544678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254583,"threshold_uncertainty_score":0.9798995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091037119936455,"score_gpt":0.2414480631521384,"score_spread":0.2205376919527738,"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."}}