{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342649,0.0003535542,0.000458745,0.0004636984,0.0003961186,0.000801178,0.0009674476,0.0006497505,0.0007849868],"category_scores_gemma":[0.002761853,0.0002384617,0.0002132168,0.000182476,0.002133907,0.00157589,0.0007416175,0.0008447643,0.0001503667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210449,"about_ca_system_score_gemma":0.00019428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295663,"about_ca_topic_score_gemma":0.0001198205,"domain_scores_codex":[0.999295,0.0001735591,0.00003009391,0.0002325219,0.0002099376,0.0000588479],"domain_scores_gemma":[0.9985843,0.0006699025,0.0002748374,0.0003020537,0.00007949321,0.00008945388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003656515,0.0001645792,0.002054091,0.0001872928,0.00004594817,0.0006941186,0.0003880169,0.01435347,0.6787463,0.2886379,0.0004210418,0.0139415],"study_design_scores_gemma":[0.00005812365,0.0005764868,0.00436618,0.00002452848,0.0000282934,0.0006842585,0.00007753313,0.4511914,0.4469742,0.09312543,0.002782547,0.0001110837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6502272,0.0005641893,0.3404203,0.0003418654,0.0001754238,0.00006396435,0.00009489139,0.0003560935,0.007755986],"genre_scores_gemma":[0.979902,0.0001177651,0.01871574,0.00008870854,0.0000320976,0.00004148865,0.00001979081,0.00002940235,0.001052905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342649,"threshold_uncertainty_score":0.007100701,"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."}}