{"id":"W2033762859","doi":"10.1520/gtj11097j","title":"A Cyclic Gradient Ratio Test Device","year":2002,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydraulic head; Outflow; Inflow; Mechanics; Flow (mathematics); Flow conditions; Volumetric flow rate; Head (geology); Materials science; Geotechnical engineering; Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009052835,0.0005596314,0.0003716238,0.001246008,0.000391851,0.0003919474,0.001071353,0.0007341884,0.007579526],"category_scores_gemma":[0.003368527,0.0003153386,0.0002658916,0.0006718872,0.0004518358,0.0005509562,0.0006804597,0.0005093424,0.001227141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856246,"about_ca_system_score_gemma":0.000505164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010349,"about_ca_topic_score_gemma":0.00123511,"domain_scores_codex":[0.9983884,0.0002035861,0.0001361502,0.0003331488,0.0008090196,0.0001296754],"domain_scores_gemma":[0.9963033,0.001081898,0.0004112975,0.0006219933,0.001364168,0.0002172908],"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":[0.001130094,0.0003226585,0.00620209,0.0003343558,0.00003298988,0.0003939763,0.0002797713,0.0006627134,0.892477,0.001492399,0.005026103,0.09164593],"study_design_scores_gemma":[0.0001768969,0.004837248,0.03047711,0.00004912606,0.0001408257,0.002317654,0.0001168258,0.00921216,0.9292629,0.0003667928,0.02291301,0.0001294435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8061116,0.001274308,0.1624283,0.0004740883,0.0007958895,0.001685352,0.002849359,0.006048642,0.01833241],"genre_scores_gemma":[0.9176537,0.0002297934,0.07019197,0.0005122643,0.00008597585,0.0005497501,0.001006513,0.0002982299,0.009471755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007579526,"threshold_uncertainty_score":0.02535605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384155167685114,"score_gpt":0.214095857752786,"score_spread":0.1802543060759348,"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."}}