{"id":"W2089532853","doi":"10.1520/gtj102745","title":"Spatial Deformation Measurement Using Transparent Soil","year":2010,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geotechnical engineering; Deformation (meteorology); Geology; Spatial variability; Statistics; Mathematics","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":[0.001185556,0.000113317,0.000114352,0.00002797288,0.0003977129,0.00007648746,0.0002032294,0.0001424982,0.0006582769],"category_scores_gemma":[0.0003178702,0.00007989642,0.00007564704,0.0001530321,0.0001137583,0.0001705706,0.0000668863,0.0009734397,0.000070976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625587,"about_ca_system_score_gemma":0.00003673122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814661,"about_ca_topic_score_gemma":0.00006772932,"domain_scores_codex":[0.9984955,0.0000334353,0.0003482055,0.0001387263,0.0006767393,0.0003073651],"domain_scores_gemma":[0.999472,0.00002543447,0.0001494622,0.0001324411,0.00003687058,0.0001838589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004171187,0.000200453,0.0204171,0.00001138231,0.00002860089,0.00006428667,0.000166181,0.2881845,0.3997389,0.00002518416,0.0004105414,0.2907112],"study_design_scores_gemma":[0.001597605,0.0003450266,0.1190983,0.0002259007,0.0001533361,0.005094822,0.00002993677,0.8512384,0.009177717,0.004489842,0.007806925,0.0007422645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093353,0.00001328159,0.08815032,0.0002500963,0.0005098399,0.00008553774,9.367017e-7,0.00007966823,0.001575076],"genre_scores_gemma":[0.9892627,0.000004524541,0.0104308,0.00005818026,0.0002235018,0.000001378675,5.457581e-7,0.00001124107,0.000007138637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630538,"threshold_uncertainty_score":0.720767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376842056698322,"score_gpt":0.2537247241027653,"score_spread":0.199956303535782,"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."}}