{"id":"W4241876137","doi":"10.1007/978-3-030-43131-0_3","title":"3D Objects","year":2020,"lang":"en","type":"book-chapter","venue":"Springer tracts in mechanical engineering","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Polyhedron; Surface (topology); Point (geometry); Mathematics; Geometry; Pure mathematics; Computer science","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":[0.0001804714,0.0007334626,0.0008453797,0.0002826883,0.00002336977,0.00006137803,0.0004251082,0.0008076081,0.0002443382],"category_scores_gemma":[0.00008457374,0.0008561628,0.0002167122,0.00009566351,0.00001203716,0.0001189572,0.0001312311,0.001825581,0.0002892341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726113,"about_ca_system_score_gemma":0.00003629159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002311482,"about_ca_topic_score_gemma":0.000009757161,"domain_scores_codex":[0.9976966,0.000004801323,0.0007161967,0.0005718414,0.0004194448,0.000591147],"domain_scores_gemma":[0.9989646,0.0001062088,0.00006438064,0.0004970728,0.00002503525,0.000342723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005731981,0.000009669218,1.360015e-7,0.0003898373,0.00007675478,0.0003378804,0.00003606658,0.6134334,0.002032555,0.3806504,0.0000565634,0.002970959],"study_design_scores_gemma":[0.0004790054,0.0000730866,0.000006086738,0.0008577407,0.00007572514,0.0000294931,0.000004736325,0.9723309,0.000688932,0.008680711,0.01532301,0.00145054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0000797184,0.00146505,0.5456258,0.0001054999,0.005091757,0.0009365955,0.00004196985,0.003041936,0.4436117],"genre_scores_gemma":[0.132884,0.003264292,0.8098254,0.0006829205,0.003985103,0.0001852002,0.0001900411,0.003606489,0.04537653],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3982351,"threshold_uncertainty_score":0.9993889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031169159999094,"score_gpt":0.1824209455024683,"score_spread":0.1721092539024773,"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."}}