{"id":"W6948105855","doi":"10.48660/25060020","title":"Topological Resummation in Quantum Gravity","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Resummation; Quantum gravity; Topology (electrical circuits); Quantum; Quantum field theory; Field (mathematics)","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":[0.001290631,0.0004224135,0.0006856504,0.002172266,0.002344403,0.003039689,0.001255526,0.001412486,0.01661016],"category_scores_gemma":[0.003560512,0.0002552674,0.0007279293,0.001397918,0.004209997,0.004826152,0.002512031,0.002183473,0.001849236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556507,"about_ca_system_score_gemma":0.001199026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136096,"about_ca_topic_score_gemma":0.00176706,"domain_scores_codex":[0.9992544,0.0003005135,0.00003407734,0.00007626032,0.0002306804,0.0001040141],"domain_scores_gemma":[0.9986711,0.0003137913,0.0001172709,0.0004727581,0.0002314017,0.0001937708],"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":[0.000005183756,0.000006187623,0.00002369419,0.00001011279,0.000002081238,0.00001280995,0.0000530685,0.0001806844,0.00005308212,0.9968754,0.001589713,0.001187969],"study_design_scores_gemma":[0.000005651516,0.000002976422,0.00004828849,0.000006771814,0.000001242629,0.00002197645,0.00002672301,0.001594189,0.00003798866,0.9948454,0.003405503,0.000003430211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1077822,0.002723426,0.08647907,0.02145168,0.002499904,0.00006340567,0.0003926627,0.001381887,0.7772258],"genre_scores_gemma":[0.9007555,0.001157204,0.01861715,0.002302706,0.002053376,0.00007239091,0.0003429666,0.0006197677,0.07407889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01661016,"threshold_uncertainty_score":0.05556655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078302846881929,"score_gpt":0.3714871557074426,"score_spread":0.2931843088255136,"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."}}