{"id":"W3080984355","doi":"10.1126/sciadv.abf2810","title":"Mechanisms of electron-phonon coupling unraveled in momentum and time: The case of soft phonons in TiSe <sub>2</sub>","year":2021,"lang":"en","type":"article","venue":"Science Advances","topic":"2D Materials and Applications","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Phonon; Renormalization; Coupling (piping); Charge density wave; Momentum (technical analysis); Softening; Scattering; Electron","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":[0.0009102922,0.000083565,0.0001862289,0.0000845412,0.0001194317,0.00004216441,0.0002237032,0.00002199128,0.00002766932],"category_scores_gemma":[0.00009628631,0.00006430953,0.00001456473,0.0007571254,0.0004321473,0.0003362104,0.0001169236,0.00004737101,0.000006277362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003260728,"about_ca_system_score_gemma":0.0002106225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007857291,"about_ca_topic_score_gemma":0.0002782666,"domain_scores_codex":[0.9989471,0.00002595318,0.0002941426,0.000307741,0.0001611443,0.000263915],"domain_scores_gemma":[0.9994088,0.0001012516,0.0001451661,0.00022618,0.00008023247,0.0000383007],"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":[0.000007314806,0.0000418835,0.00002083307,0.00001855192,4.168419e-7,0.00001523153,0.0001674821,0.001239287,0.9950638,0.002753886,0.000001240563,0.0006701055],"study_design_scores_gemma":[0.0001687425,0.00003222677,0.0002452175,0.00003879255,0.00000334079,0.00004196214,0.0003968595,0.001559165,0.9853013,0.01213194,0.000009856466,0.00007057029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983696,0.0003619733,0.0008043529,0.0001277179,0.00009061322,0.0001719419,0.00001825486,0.00000827196,0.000047309],"genre_scores_gemma":[0.9987741,0.0000820252,0.001071942,0.00001714213,0.000006640841,0.00003339353,0.000001086643,0.000004595837,0.000009088988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009762441,"threshold_uncertainty_score":0.2622466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006439774751072369,"score_gpt":0.255647459019415,"score_spread":0.2492076842683427,"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."}}