{"id":"W1979554280","doi":"10.1103/physrevlett.107.130601","title":"Probing the Fluctuation-Dissipation Theorem in a Perrin-like Experiment","year":2011,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Non-equilibrium thermodynamics; Observable; Dissipation; Diffusion; Physics; Fluctuation-dissipation theorem; Generalization; Range (aeronautics); Sedimentation; Suspension (topology); Coupling (piping); Materials science; Thermodynamics; Statistical physics; Quantum mechanics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001067048,0.0001194387,0.0001738124,0.00001176914,0.00005714711,0.00001075335,0.0001411277,0.0000035071,0.0001578458],"category_scores_gemma":[0.000008065399,0.00007732127,0.00007873844,0.0001101109,0.00003490067,0.00007077566,0.00003472325,0.0001274411,0.00003363671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602704,"about_ca_system_score_gemma":0.000009228799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883079,"about_ca_topic_score_gemma":8.939582e-7,"domain_scores_codex":[0.9992871,0.00006692253,0.000177689,0.0001747862,0.0001204016,0.0001731044],"domain_scores_gemma":[0.9996054,0.00006514956,0.00007344055,0.0002021093,0.00001612157,0.00003774562],"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":[0.000007852213,0.000181549,0.00009094963,0.00006586219,0.00002089045,0.000001286682,0.001802734,0.00006533264,0.005527412,0.9435246,0.00006814308,0.0486434],"study_design_scores_gemma":[0.001124182,0.0001685116,0.004879697,0.002370902,0.0002003563,0.000001476864,0.0007632212,0.1923838,0.003121786,0.7897708,0.003971801,0.00124355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4760325,0.001232546,0.5095093,0.002829322,0.0002800583,0.00197068,0.00002439789,0.00005130799,0.008069952],"genre_scores_gemma":[0.9972458,0.00004362994,0.0007899876,0.00161629,0.00007496039,0.0001969419,0.00001281506,0.00001332179,0.000006248988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5212133,"threshold_uncertainty_score":0.315307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138903196399317,"score_gpt":0.2906681706637862,"score_spread":0.269279138699793,"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."}}