{"id":"W4386854947","doi":"10.1149/ma2023-01131315mtgabs","title":"(Invited) Unraveling Electron-Phonon Coupling in 2D Materials in Momentum and Time with Ultrafast Electron Diffuse Scattering (UEDS)","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polaron; Condensed matter physics; Phonon; Charge carrier; Electron; Materials science; Electron mobility; Phonon scattering; Scattering; Semiconductor; Brillouin zone; Physics; Optics; Optoelectronics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001628484,0.0003516523,0.0005118063,0.0003716339,0.0001524839,0.000282806,0.0002286879,0.0001215538,0.00004699139],"category_scores_gemma":[0.0001335448,0.0003220571,0.00002040959,0.0005876961,0.00005868536,0.0003386483,0.00008718907,0.0002015313,0.0001040773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427733,"about_ca_system_score_gemma":0.00003980792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290633,"about_ca_topic_score_gemma":0.00009102465,"domain_scores_codex":[0.9971414,0.00007216935,0.0007209397,0.0006689018,0.0003143248,0.001082258],"domain_scores_gemma":[0.9990159,0.0002575876,0.0003358501,0.0002420923,0.00003641952,0.0001121474],"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":[0.0001607034,0.00005134567,0.0005630802,0.0001005466,0.000005109296,0.00006878835,0.0003761938,0.03970079,0.9589349,0.00000351023,0.000007404159,0.00002760635],"study_design_scores_gemma":[0.00088956,0.0001215553,0.008256532,0.0005261154,0.000009283058,0.00002174331,0.00008604257,0.002077237,0.9873356,0.0002406616,0.00004772827,0.0003879097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982889,0.0001171685,0.000004351083,0.0002217958,0.0001714657,0.0003505264,0.00001151559,0.0002474207,0.0005867993],"genre_scores_gemma":[0.9992072,0.0001304,0.0002478344,0.00008149354,0.0001406912,0.00005335174,0.00002888042,0.00006965318,0.00004047559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03762355,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008125172533035307,"score_gpt":0.2325325979399487,"score_spread":0.2244074254069134,"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."}}