{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001655386,0.0002780055,0.0002120011,0.0005248362,0.000142213,0.0003062314,0.0002321145,0.0002451641,0.0006568694],"category_scores_gemma":[0.0004322598,0.0001900221,0.000152973,0.0003435579,0.0003339677,0.0003505387,0.0004624603,0.0001959908,0.00009416413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951573,"about_ca_system_score_gemma":0.0002271443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027583,"about_ca_topic_score_gemma":0.001726976,"domain_scores_codex":[0.9997618,0.00002750611,0.000009714555,0.00005810518,0.0001191897,0.00002362435],"domain_scores_gemma":[0.9997222,0.00006401046,0.00007498598,0.0000495672,0.00006171208,0.00002757147],"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":[0.000168593,0.00004019248,0.003001094,0.00005689836,0.00001113741,0.00009683012,0.00008972915,0.005902475,0.9719105,0.000231572,0.00005692327,0.01843419],"study_design_scores_gemma":[0.00003345802,0.0006887886,0.03735432,0.00001901093,0.00003838165,0.0004557275,0.0001797851,0.09953202,0.8603362,0.0003262767,0.000970281,0.00006582336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259045,0.00007367464,0.07288115,0.00001733674,0.00001150773,0.00002565378,0.0001239522,0.0002011923,0.0007611137],"genre_scores_gemma":[0.9844134,0.00004239735,0.01520327,0.000006232129,0.000001966302,0.00000908814,0.00005164017,0.000008726772,0.0002631692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001027583,"threshold_uncertainty_score":0.002197444,"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."}}