{"id":"W4412909993","doi":"10.1093/mam/ozaf048.321","title":"Electron Spectroscopy of Collective Excitations in Superconductors","year":2025,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Superconductivity; Spectroscopy; Condensed matter physics; Materials science; Electron; Quasiparticle; Physics; Quantum mechanics","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":[0.0001169777,0.0001608542,0.000372742,0.000383241,0.0001101791,0.000032617,0.0001198142,0.00004443616,0.0001705088],"category_scores_gemma":[0.000006359062,0.0001721453,0.0001215365,0.0009180611,0.0001579451,0.0004333692,0.00004992419,0.0001708042,0.000003451851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004851397,"about_ca_system_score_gemma":0.0001697108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692832,"about_ca_topic_score_gemma":0.0002042226,"domain_scores_codex":[0.9990604,0.00005671525,0.0002696821,0.0003074313,0.00005729615,0.0002484816],"domain_scores_gemma":[0.9995836,0.00007856889,0.00005299997,0.0001889777,0.00006053816,0.00003534142],"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":[0.0000195801,0.0001883212,0.02701853,0.00001775433,0.0001806676,3.13488e-7,0.0007244728,0.000007930629,0.9581963,0.01287008,0.0002545124,0.0005215037],"study_design_scores_gemma":[0.0006315105,0.00004301745,0.006980787,0.00003856447,0.0001669117,2.207569e-7,0.001336725,0.00002139928,0.9374415,0.05281403,0.0003563648,0.0001689497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884249,0.0005910492,0.003045023,0.0001864358,0.00005018688,0.0001481715,0.0000475588,0.000008695284,0.007497959],"genre_scores_gemma":[0.9971715,0.00003797885,0.001124405,0.00004059114,0.00002036274,0.00002210961,0.00003041421,0.000007942443,0.001544653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03994395,"threshold_uncertainty_score":0.7019882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007121443151265376,"score_gpt":0.2671238178390538,"score_spread":0.2600023746877884,"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."}}