{"id":"W2350919122","doi":"","title":"Permeability of Swelling Rock at Xinxiang Luwangfen Stretch of Main Canal for Middle Route of South-to-North Water Transfer Project","year":2009,"lang":"en","type":"article","venue":"Journal of Yangtze River Scientific Research Institute","topic":"Soil, Finite Element Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeameter; Marl; Water transfer; Permeability (electromagnetism); Geology; Geotechnical engineering; Swelling; Hydraulic conductivity; Materials science; Composite material; Soil science; Geomorphology; Structural basin; Chemistry; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005034295,0.0002120015,0.0006185414,0.001247019,0.0001952514,0.00006355948,0.0008336367,0.0001052302,0.00005183932],"category_scores_gemma":[0.0003698546,0.0001646037,0.0003565106,0.001125772,0.0003644874,0.0005018677,0.00009515919,0.0004459503,0.000004066512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496832,"about_ca_system_score_gemma":0.000405072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169816,"about_ca_topic_score_gemma":0.0003709166,"domain_scores_codex":[0.9958531,0.0002398648,0.001229688,0.0003306218,0.001600066,0.000746673],"domain_scores_gemma":[0.9978185,0.0001846234,0.0001391681,0.0005278349,0.001075278,0.0002546494],"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":[0.001214107,0.0005042009,0.01473041,0.001862544,0.0005676755,0.00006618432,0.04698987,0.1611626,0.7563375,0.0002890178,0.00231512,0.01396082],"study_design_scores_gemma":[0.003078554,0.001514002,0.02390861,0.0008226663,0.0001722996,0.00004438945,0.001327362,0.02614187,0.9295545,0.0007449168,0.01215324,0.0005375626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768082,0.0001483702,0.02096366,0.0001037333,0.0007788574,0.0007254499,0.0002673809,0.00001404718,0.0001902676],"genre_scores_gemma":[0.9837101,0.00002095985,0.01581937,0.000005672608,0.0001240782,0.00000733773,0.00001949588,0.00002377259,0.0002692498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173217,"threshold_uncertainty_score":0.6712344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493576676889745,"score_gpt":0.3601983065886292,"score_spread":0.2108406388996547,"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."}}