{"id":"W4403175052","doi":"10.1088/1674-1137/ad8420","title":"curvature-squared corrections on Langevin diffusion coefficients*","year":2024,"lang":"en","type":"article","venue":"Chinese Physics C","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Physics; Curvature; Diffusion; Langevin equation; Statistical physics; Mathematical physics; Thermodynamics; Geometry","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":[0.00121627,0.0008836911,0.0007017704,0.001009774,0.0007394243,0.0008274367,0.001029834,0.0008782123,0.003487058],"category_scores_gemma":[0.006560578,0.0003485619,0.0008919117,0.0005098607,0.001435205,0.001465312,0.0009988415,0.001096066,0.0002243676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891788,"about_ca_system_score_gemma":0.0009201816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149861,"about_ca_topic_score_gemma":0.001318973,"domain_scores_codex":[0.9995534,0.0001638935,0.0000191365,0.00004887403,0.0001058996,0.0001086804],"domain_scores_gemma":[0.9974865,0.001298498,0.0002808793,0.0002794866,0.0003845832,0.0002701383],"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":[0.0005887654,0.0002465644,0.004603889,0.0004965326,0.0001610588,0.001301831,0.0006322923,0.4264514,0.1066975,0.4495572,0.001052904,0.008210058],"study_design_scores_gemma":[0.00004856172,0.0001043998,0.002370633,0.00002931532,0.00002886528,0.0001696462,0.00006207461,0.9515082,0.0116063,0.03340166,0.0005726743,0.00009762374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402403,0.0005309827,0.04579711,0.0007249811,0.0002432136,0.00005981656,0.00008463472,0.0003824662,0.0119365],"genre_scores_gemma":[0.9936167,0.0002400388,0.003907493,0.00007336635,0.00003676016,0.00003032955,0.00003516203,0.0001021611,0.001958031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003487058,"threshold_uncertainty_score":0.01166534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00639089115785075,"score_gpt":0.2574316897257177,"score_spread":0.251040798567867,"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."}}