{"id":"W4409637776","doi":"10.32370/ia_2025_01_1","title":"Electron Scattering With Radiative Corrections","year":2025,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiative transfer; Scattering; Physics; Electron scattering; Electron; Computational physics; Quantum electrodynamics; Atomic physics; Nuclear physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196445,0.0001830171,0.0002017025,0.0002423139,0.0002499999,0.00007828124,0.0002650161,0.00003664316,0.0005769419],"category_scores_gemma":[0.0001296696,0.0001484401,0.00005123835,0.0003815167,0.0002305789,0.0001019849,0.00007262851,0.0002819101,0.0001969265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338631,"about_ca_system_score_gemma":0.0001728162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478316,"about_ca_topic_score_gemma":0.0003023344,"domain_scores_codex":[0.9987975,0.00009333087,0.0001761111,0.0003628774,0.0001317724,0.0004384611],"domain_scores_gemma":[0.9991871,0.0004325988,0.00004883363,0.0002262417,0.00004861411,0.00005658294],"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":[0.000276595,0.00007374244,0.0001786251,0.00001024729,0.00003021614,0.000003756621,0.002205392,0.0000441893,0.9720972,0.007257062,0.0167996,0.00102343],"study_design_scores_gemma":[0.0001628867,0.0006675067,0.0002151484,0.00006965675,0.00001901932,0.00001076808,0.0001394102,0.0003679402,0.9781707,0.00611596,0.01388383,0.0001771593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5786849,0.0001980189,0.3093004,0.0006911854,0.0005093577,0.0005252965,0.00001880519,0.0008187579,0.1092533],"genre_scores_gemma":[0.9891004,0.00005540809,0.005350152,0.0005634557,0.00006256007,0.0001128351,0.000008891875,0.00002071283,0.004725586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104155,"threshold_uncertainty_score":0.6317109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007531527841463118,"score_gpt":0.2663687542396683,"score_spread":0.2588372263982052,"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."}}