{"id":"W7114911997","doi":"10.48660/25120050","title":"Fluid/Gravity Correspondence for Quantum Gravity Fluctuations","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Quantum; Quantum fluctuation; Quantum gravity; Quantum system; Noise (video); Limit (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005858242,0.0005775368,0.0007071559,0.0007976517,0.0001984345,0.00009312946,0.0008042569,0.0005602097,0.004185634],"category_scores_gemma":[0.001311074,0.0006082197,0.0003417193,0.0007068186,0.0002150092,0.00007100678,0.0001748713,0.0003739557,0.01253397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740335,"about_ca_system_score_gemma":0.0007402112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145092,"about_ca_topic_score_gemma":0.002339768,"domain_scores_codex":[0.9973601,0.000180022,0.0003983823,0.0009082899,0.0005319671,0.0006212441],"domain_scores_gemma":[0.9974602,0.0004471572,0.0003761294,0.001311103,0.0002399489,0.0001654211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008822164,0.0001335842,0.00009820285,0.000180195,0.0001154395,0.000004657685,0.00005950863,0.000005136974,0.001706732,0.02564535,0.9710154,0.0009475731],"study_design_scores_gemma":[0.0006177668,0.00005032471,0.0008956892,0.0003452892,0.0002789466,0.000002510184,0.0000209573,0.0006137191,0.0001890658,0.01184463,0.9845281,0.0006129821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002771216,0.00270023,0.0415202,0.0005140769,0.005417357,0.005374303,0.02838172,0.003086708,0.9127283],"genre_scores_gemma":[0.003628844,0.00004762419,0.002266402,0.0001705456,0.0005811066,0.0004996909,0.001059424,0.001138969,0.9906074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07787911,"threshold_uncertainty_score":0.9996369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421743835645585,"score_gpt":0.3077969716429482,"score_spread":0.2835795332864924,"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."}}