{"id":"W2118744326","doi":"10.1520/gtj20130095","title":"A Simple Test Method for Rapid Measurement of Fines Content in Soils","year":2014,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanjing Institute of Technology; McGill University; Department of Water Resources","keywords":"Soil water; Soil test; Test method; Water content; Test (biology); Geotechnical engineering; Consumables; Environmental science; Soil science; Statistics; Mathematics; Engineering; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002003836,0.0008676337,0.0005258076,0.002047952,0.0003982323,0.0005025779,0.0009799037,0.0008854112,0.003534149],"category_scores_gemma":[0.003432425,0.0003918606,0.0004250483,0.0009229818,0.0006543822,0.0007041053,0.0008613992,0.0007297237,0.001521217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294653,"about_ca_system_score_gemma":0.0004859739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008574238,"about_ca_topic_score_gemma":0.00246431,"domain_scores_codex":[0.996742,0.0005373295,0.0001734039,0.00047105,0.001978974,0.0000973201],"domain_scores_gemma":[0.996906,0.000988491,0.0004696068,0.0003620883,0.001101367,0.0001723951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002574679,0.0001565253,0.007128399,0.0003571091,0.000030119,0.0001610354,0.0001251026,0.0003476146,0.9203723,0.0003521219,0.0008418857,0.06987032],"study_design_scores_gemma":[0.00008203676,0.002795698,0.03501672,0.0001260664,0.000130554,0.001929218,0.0003094116,0.009678889,0.9344409,0.0006472827,0.01471746,0.0001259235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2978708,0.00422457,0.6843204,0.0003174378,0.0009745814,0.001447485,0.00175816,0.002917601,0.006168938],"genre_scores_gemma":[0.5142015,0.001472328,0.4738346,0.0003395937,0.0001141931,0.001258328,0.001043545,0.0001916695,0.00754415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003534149,"threshold_uncertainty_score":0.01182288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154908957032408,"score_gpt":0.3141663970797895,"score_spread":0.1986755013765488,"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."}}