{"id":"W4415285551","doi":"10.1088/1742-6596/3126/1/012044","title":"Impact of electron irradiation on the structural and optical properties of crystalline Ge<sub>2</sub>Sb<sub>2</sub>Te<sub>5</sub> memory material: an experimental study","year":2025,"lang":"","type":"article","venue":"Journal of Physics Conference Series","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Irradiation; X-ray photoelectron spectroscopy; Raman spectroscopy; Structural stability; Electron beam processing; Structural change; Electron diffraction; Raman scattering","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":[0.0001404223,0.0002613418,0.0001756667,0.0001209715,0.0001524533,0.0001665155,0.0001905986,0.0003309301,0.002314675],"category_scores_gemma":[0.0002381706,0.0001304658,0.0001109414,0.0001439372,0.0002046614,0.000254674,0.0001414711,0.0001742046,0.0002053643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587314,"about_ca_system_score_gemma":0.0000769715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937251,"about_ca_topic_score_gemma":0.000712281,"domain_scores_codex":[0.9999169,0.00001070246,0.000004715834,0.00002174288,0.00002508384,0.00002081658],"domain_scores_gemma":[0.9998119,0.00008186837,0.00003820429,0.00002275172,0.00003658162,0.000008621016],"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":[0.0001937912,0.00001925354,0.000766654,0.00005153403,0.000008299818,0.00006857584,0.00003538148,0.000160994,0.997416,0.00003271559,0.00002477154,0.001221939],"study_design_scores_gemma":[0.000005645732,0.0002994017,0.00493732,0.000003764486,0.00001306384,0.00005292763,0.00004943496,0.0003507266,0.9938577,0.00001133041,0.0004145694,0.000004040915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987845,0.0003133493,0.0002455174,0.00001077669,0.000004933853,0.000007812042,0.0001008145,0.00001297205,0.0005193159],"genre_scores_gemma":[0.9986143,0.000227781,0.0003411289,0.00001322678,0.000002471025,0.000009686893,0.00009997347,0.000009251409,0.0006821553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002314675,"threshold_uncertainty_score":0.007743418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329362602914773,"score_gpt":0.2861377724818238,"score_spread":0.2532015121903465,"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."}}