{"id":"W2003674633","doi":"10.1103/physrevlett.88.089101","title":"Comment on “A Convergent Series for the QED Effective Action”","year":2002,"lang":"en","type":"letter","venue":"Physical Review Letters","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Series (stratigraphy); Action (physics); Physics; Theoretical physics; Mathematical physics; Effective action; Quantum mechanics; Quantum electrodynamics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008568313,0.0003696137,0.0005253105,0.0000236793,0.0001026825,0.00003966555,0.000254278,0.00004286865,0.00004332183],"category_scores_gemma":[0.00002340153,0.0002504166,0.0003864973,0.000121528,0.00006221311,0.00007719082,0.00001818602,0.0008575884,0.0001829766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931836,"about_ca_system_score_gemma":0.000003801978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003987172,"about_ca_topic_score_gemma":6.372751e-7,"domain_scores_codex":[0.9987646,0.00007958587,0.0002152073,0.0002563487,0.0002476586,0.0004366409],"domain_scores_gemma":[0.998917,0.0005320469,0.00006727871,0.0004124823,0.00002257402,0.00004862683],"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":[0.00000536399,0.0000175412,0.000001697544,0.001253308,0.0002200841,0.000006444147,0.0000159169,0.000371706,0.0003950607,0.00004477796,0.9945564,0.00311174],"study_design_scores_gemma":[0.0001680082,0.00008837287,0.00001928163,0.0004422431,0.000238621,0.000001571569,8.84439e-7,0.004461323,0.00143657,0.0000227613,0.9928333,0.0002871338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007532833,0.00592834,0.000648163,0.9895662,0.0007239886,0.00207406,0.00004635346,0.0001653215,0.00009429148],"genre_scores_gemma":[0.005584783,0.01005443,0.0000142242,0.9797083,0.002576333,0.001890075,0.0000561482,0.0000834657,0.00003222779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009857881,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632974452337361,"score_gpt":0.2727724153858896,"score_spread":0.246442670862516,"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."}}