{"id":"W2030027976","doi":"10.1007/s00603-014-0566-0","title":"Sensitivity Testing of the Newly Developed Elliptical Fitting Method for the Measurement of Convergence in Tunnels and Shafts","year":2014,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lidar; Convergence (economics); Sensitivity (control systems); Ranging; Discontinuity (linguistics); Computer science; Measure (data warehouse); Noise (video); Algorithm; Data mining; Geology; Remote sensing; Engineering; Mathematics; Artificial intelligence; Electronic engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003656747,0.0009997179,0.0007252904,0.0009125963,0.0004296596,0.0008730536,0.001240631,0.001920399,0.001303092],"category_scores_gemma":[0.01331305,0.0005470791,0.0007672785,0.0008103097,0.0006264276,0.001068037,0.001499813,0.0007931049,0.000528188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280562,"about_ca_system_score_gemma":0.0005583831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066968,"about_ca_topic_score_gemma":0.001768216,"domain_scores_codex":[0.9961855,0.001390405,0.0001651279,0.0007443752,0.001318043,0.0001965612],"domain_scores_gemma":[0.9907403,0.005184524,0.0004991011,0.001129461,0.002279735,0.0001668453],"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":[0.003765383,0.0006418428,0.03975116,0.0009883802,0.0005577227,0.0006278837,0.0008724779,0.1543404,0.405244,0.003476631,0.001105481,0.3886286],"study_design_scores_gemma":[0.00009362749,0.001164691,0.03576632,0.00009187736,0.0001959619,0.001684594,0.0002114436,0.793124,0.1630133,0.000977284,0.003462781,0.0002141388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2526064,0.0004420343,0.7434857,0.0001381987,0.000160688,0.000120406,0.000155557,0.001448537,0.00144236],"genre_scores_gemma":[0.7999526,0.0002093834,0.1978631,0.0001652956,0.00003825569,0.00008641731,0.0002397497,0.0001724034,0.001272856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003656747,"threshold_uncertainty_score":0.01933897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321288487058955,"score_gpt":0.2177489049215089,"score_spread":0.1845360200509193,"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."}}