{"id":"W4406937283","doi":"10.48550/arxiv.2501.16414","title":"Cosmological Consequences of Domain Walls Biased by Quantum Gravity","year":2025,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology; Japan Society for the Promotion of Science; Moonshot Research and Development Program; Deutsche Forschungsgemeinschaft; Horizon 2020 Framework Programme; Institut Henri Poincaré; Azrieli Foundation; Science and Technology Facilities Council; European Commission","keywords":"Quantum gravity; Physics; Theoretical physics; Domain (mathematical analysis); Quantum; Classical mechanics; Quantum mechanics; Mathematics","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":[0.0003204852,0.0001861574,0.000199061,0.0003778153,0.0005395056,0.0009238129,0.0002750503,0.0004153609,0.0017164],"category_scores_gemma":[0.001671997,0.0001861539,0.0001688623,0.000191632,0.001052461,0.001057857,0.0009267194,0.0006817011,0.00009014129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854907,"about_ca_system_score_gemma":0.0002076129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006063186,"about_ca_topic_score_gemma":0.0005698987,"domain_scores_codex":[0.9998941,0.0000408045,0.000003669327,0.00001651189,0.00002020591,0.0000246101],"domain_scores_gemma":[0.9992132,0.0002233164,0.000231475,0.0001087395,0.00004358441,0.0001796055],"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":[0.0002802383,0.00008739677,0.006634908,0.00004006348,0.00003254617,0.001252426,0.0003339711,0.01121575,0.03187871,0.9415267,0.001187054,0.005530206],"study_design_scores_gemma":[0.0002219379,0.0001673371,0.01454373,0.00002734928,0.00006233909,0.001270409,0.0005865868,0.1555964,0.01454013,0.8091913,0.003727809,0.00006466063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987407,0.00006824881,0.003425323,0.0002836455,0.000014941,0.000004196381,0.0000203113,0.00004794728,0.008728314],"genre_scores_gemma":[0.9984965,0.00005565934,0.0007971415,0.00002272168,0.00001145944,0.000003576032,0.00001588045,0.000007240702,0.0005899526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017164,"threshold_uncertainty_score":0.005741954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235069385582618,"score_gpt":0.2133919781154988,"score_spread":0.1710412842596727,"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."}}