{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002016936,0.001446869,0.0008540025,0.001457977,0.0007467673,0.003741702,0.0012481,0.001183039,0.1317535],"category_scores_gemma":[0.0004724368,0.0007789173,0.000761713,0.001940825,0.0008525102,0.002674858,0.002551416,0.001260887,0.07987311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004387311,"about_ca_system_score_gemma":0.00041646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008599276,"about_ca_topic_score_gemma":0.001310372,"domain_scores_codex":[0.9997243,0.00001796817,0.00001099575,0.00006045918,0.0001701527,0.0000161329],"domain_scores_gemma":[0.9998739,0.00002533106,0.000004872779,0.00005068925,0.00003184975,0.00001337567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003042032,0.00002630923,0.00009472185,0.0004967843,0.00001727076,0.0001181727,0.0002532189,0.003742496,0.008885947,0.1960323,0.1797739,0.6105284],"study_design_scores_gemma":[0.000002558994,0.00001177589,0.0001337683,0.00009013249,0.000006715113,0.0002787193,0.0000352651,0.002138356,0.0016604,0.03031007,0.9653203,0.00001216808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001647465,0.01365032,0.2182167,0.0005763002,0.001883324,0.00008394339,0.001578736,0.004082297,0.7582809],"genre_scores_gemma":[0.01628437,0.01300503,0.06600782,0.0004264278,0.0004345108,0.0001209584,0.003544411,0.001871368,0.8983051],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1317535,"threshold_uncertainty_score":0,"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."}}