{"id":"W7117298283","doi":"10.5281/zenodo.18051033","title":"The Geometry of Differentiation Boundaries under a Global Zero Constraint: Spectral Invariants and the Emergence of Spacetime and Matter","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Spacetime; Boundary (topology); Graph; Focus (optics); Spectral geometry; Laplace operator; Action (physics); Dimension (graph theory); Planck","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":[0.0004876467,0.0002288894,0.0001983457,0.0006860734,0.0007189144,0.001551371,0.0003973193,0.0004792312,0.001774467],"category_scores_gemma":[0.001249361,0.0001571046,0.0002726509,0.0003582387,0.003948764,0.003299027,0.001352259,0.0009768263,0.0001803371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009847094,"about_ca_system_score_gemma":0.0003558068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775597,"about_ca_topic_score_gemma":0.0004845003,"domain_scores_codex":[0.999781,0.00007077956,0.000008442196,0.00005076751,0.00006032253,0.00002871493],"domain_scores_gemma":[0.9995278,0.0001262802,0.0001039666,0.00009123318,0.00006816927,0.00008253298],"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":[0.00000374456,0.000002013052,0.0001254936,0.000004264689,9.348473e-7,0.00002330639,0.0001139798,0.001013194,0.0009735133,0.99673,0.00006341651,0.0009461968],"study_design_scores_gemma":[0.000004187532,0.00001105132,0.0004256146,0.00000507682,0.000002000239,0.00006014347,0.0001249498,0.01507293,0.001080302,0.9818327,0.001375089,0.000006013478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7085298,0.0006728647,0.2506708,0.001219421,0.00006292004,0.00001842302,0.00006069433,0.0001375564,0.03862754],"genre_scores_gemma":[0.9797338,0.0001481714,0.0171346,0.00004748819,0.00002978698,0.00001262651,0.0000338592,0.00004124909,0.002818289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774467,"threshold_uncertainty_score":0.00714463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192274513342889,"score_gpt":0.2425851497824102,"score_spread":0.2306624046489814,"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."}}