{"id":"W6979381247","doi":"","title":"Interpreting Multipartite Entanglement through Topological Summaries","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Multipartite entanglement; Quantum entanglement; Multipartite; Topology (electrical circuits); Generalization; Bipartite graph; Class (philosophy); State (computer science)","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":[0.001901299,0.0003684147,0.0004314806,0.005251084,0.001022825,0.004285112,0.0007198845,0.0007396773,0.002807936],"category_scores_gemma":[0.01015728,0.0003162774,0.0004712401,0.002830824,0.003216136,0.008961097,0.002551637,0.001256354,0.0003231914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178037,"about_ca_system_score_gemma":0.0004295644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007570941,"about_ca_topic_score_gemma":0.0007994091,"domain_scores_codex":[0.9989994,0.0003673801,0.00008775872,0.0001962382,0.000240562,0.0001087003],"domain_scores_gemma":[0.9932105,0.003257673,0.001093931,0.001340101,0.0006862474,0.0004115828],"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":[0.00003396535,0.000009323732,0.0007733424,0.00005123976,0.000009543527,0.00009216325,0.0005023132,0.006694056,0.001244301,0.9814678,0.0004168666,0.008705071],"study_design_scores_gemma":[0.000004462393,0.00001579981,0.0004352634,0.00002659685,0.00001345171,0.00006592539,0.0002656578,0.03417772,0.001357381,0.9583038,0.005315272,0.00001875277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3413631,0.001472119,0.6346249,0.001783814,0.0001319226,0.00007048135,0.001168192,0.000461848,0.01892359],"genre_scores_gemma":[0.9431626,0.00061069,0.05308099,0.0001234525,0.0001099009,0.00005780984,0.000506121,0.0001345049,0.002213928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005251084,"threshold_uncertainty_score":0.01005512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650142577776522,"score_gpt":0.3035043526815142,"score_spread":0.267002926903749,"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."}}