{"id":"W2136481517","doi":"10.1007/978-3-642-02611-9_70","title":"Modeling of Elastic Behavior of 3D Deformable Objects from Range and Tactile Imaging","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Deformation (meteorology); Range (aeronautics); Computer science; Joint (building); Artificial intelligence; Computer vision; Materials science; Engineering; Structural engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000408704,0.0003220237,0.0005240505,0.0005018252,0.00007087976,0.0001426283,0.001407742,0.0001465844,0.00001083948],"category_scores_gemma":[0.00006068157,0.0002822067,0.00007309907,0.0002336961,0.0003623146,0.0007179052,0.0005672956,0.0004086888,0.000001729754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009102978,"about_ca_system_score_gemma":0.0001749533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275405,"about_ca_topic_score_gemma":0.0000416366,"domain_scores_codex":[0.9976768,0.00001675367,0.0005373183,0.0007299926,0.000680052,0.0003591219],"domain_scores_gemma":[0.9985754,0.0001581122,0.0002244706,0.0006626311,0.0002869843,0.00009237578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001547056,0.00007158833,0.0004474838,0.0000635653,0.00001007751,0.00002131625,0.001018424,0.009338475,0.005238054,0.003075568,0.000001723433,0.9806982],"study_design_scores_gemma":[0.0001727794,0.0002205778,0.0001261269,0.0008140615,0.000020772,0.00001225422,3.052376e-7,0.9326363,0.0126845,0.05299998,0.00000425949,0.0003080638],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003713012,0.0005788582,0.9906855,0.00004251348,0.0002974355,0.0002703016,0.000005119942,0.00008077543,0.00432652],"genre_scores_gemma":[0.7464035,0.00003717801,0.2533976,0.00008768934,0.00004781896,0.000003572433,0.000001141674,0.000009509527,0.0000119796],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9803902,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240527139527208,"score_gpt":0.2480974013767968,"score_spread":0.224044687424076,"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."}}