{"id":"W4403622663","doi":"10.48550/arxiv.2408.02812","title":"On Continuous Terminal Embeddings of Sets of Positive Reach","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Centre de Recherches Mathématiques; National Science Foundation","keywords":"Terminal (telecommunication); Mathematics; Computer science; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147132,0.001355788,0.0006694586,0.001143558,0.001174046,0.002008344,0.001274552,0.00131703,0.00386004],"category_scores_gemma":[0.01024656,0.0006588331,0.0009490774,0.0003609648,0.00340534,0.003642756,0.00502552,0.002225273,0.0006996838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416757,"about_ca_system_score_gemma":0.0004462317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000899161,"about_ca_topic_score_gemma":0.0006771504,"domain_scores_codex":[0.9993268,0.0001547601,0.00002755754,0.0001759579,0.0001997351,0.0001151555],"domain_scores_gemma":[0.9962862,0.001768853,0.0005638017,0.0002789842,0.0004337995,0.0006683063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003431826,0.00009789256,0.002650624,0.0002741911,0.00005481694,0.0006806174,0.001017721,0.08832583,0.01388348,0.8782477,0.001688812,0.01273516],"study_design_scores_gemma":[0.00006613761,0.0004933404,0.002537312,0.0002036733,0.00005372291,0.0007005394,0.0007675073,0.5758485,0.01014975,0.400527,0.00855345,0.00009910854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4303363,0.0009794298,0.5323231,0.0009442707,0.0001234433,0.0001085953,0.0003595372,0.0003306518,0.03449466],"genre_scores_gemma":[0.9338409,0.0006186622,0.04981541,0.0002188955,0.0000907424,0.0001909511,0.0004575604,0.0002457146,0.0145211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00386004,"threshold_uncertainty_score":0.01291305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096945332520271,"score_gpt":0.1976152940981714,"score_spread":0.1666458407729687,"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."}}