{"id":"W2044724343","doi":"10.1016/j.asr.2010.07.001","title":"Diffusive shock acceleration at interplanetary perpendicular shock waves: Influence of the large scale structure of turbulence on the maximum particle energy","year":2010,"lang":"en","type":"article","venue":"Advances in Space Research","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Deutsche Forschungsgemeinschaft","keywords":"Physics; Particle acceleration; Computational physics; Shock (circulatory); Turbulence; Interplanetary spaceflight; Shock wave; Acceleration; Range (aeronautics); Mechanics; Shock waves in astrophysics; Particle (ecology); Bow shock (aerodynamics); Solar wind; Classical mechanics; Plasma; Materials science; Nuclear physics; Geology","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":[0.0002884394,0.0001257723,0.0001662996,0.00005149373,0.0001905036,0.00002542149,0.0005292781,0.00005826319,0.0002144535],"category_scores_gemma":[0.00007334102,0.00007448934,0.00006383677,0.0003823509,0.0003194018,0.0002134355,0.0002767895,0.0006194871,0.000004910022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003037112,"about_ca_system_score_gemma":0.00005283495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003499557,"about_ca_topic_score_gemma":0.003160294,"domain_scores_codex":[0.9984995,0.0001905646,0.0001954905,0.0002397682,0.0005095634,0.0003651017],"domain_scores_gemma":[0.9987518,0.0004314793,0.00009992408,0.00053861,0.0001279898,0.00005018486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001670347,0.0002172471,0.7320576,0.0000417555,0.00003033769,0.000002391172,0.002667584,0.02242491,0.1800519,0.06018369,0.00007384411,0.002081665],"study_design_scores_gemma":[0.00134611,0.000337056,0.1756359,0.000335119,0.00002351198,0.0000065624,0.009328425,0.1121919,0.6592614,0.03642178,0.004640604,0.0004716032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982048,0.0001252572,0.0001341107,0.0004273641,0.00009026275,0.0002131918,0.000096736,0.000003990754,0.0007042881],"genre_scores_gemma":[0.9995759,0.00006575252,0.00009605032,0.00002319605,0.0000449853,0.00001453835,0.00001455889,0.00001103544,0.000153962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5564218,"threshold_uncertainty_score":0.3037587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007223299538295614,"score_gpt":0.2829524028772751,"score_spread":0.2757291033389795,"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."}}