{"id":"W4414036137","doi":"10.1021/acs.jpcc.5c04615","title":"Time-Resolved Mapping of Charge Carrier Dynamics and Defect-Mediated Migration Barriers in TiO<sub>2</sub>","year":2025,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Canada Economic Development for Quebec Regions; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Dynamics (music); Charge (physics); Materials science; Charge carrier; Chemical physics; Engineering physics; Nanotechnology; Statistical physics; Physics; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006229851,0.0002008802,0.000118834,0.0001988626,0.0001835494,0.0002182493,0.0002756384,0.0003671224,0.0009080613],"category_scores_gemma":[0.0002304779,0.0001186553,0.00008512071,0.0001548996,0.0002386218,0.0003692441,0.0001433133,0.0003307772,0.000110375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852711,"about_ca_system_score_gemma":0.0001314235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281405,"about_ca_topic_score_gemma":0.001725269,"domain_scores_codex":[0.9999653,0.00000261759,0.00000141795,0.00001099192,0.0000115776,0.000008032092],"domain_scores_gemma":[0.9998878,0.00003116316,0.00004312249,0.000008098321,0.00001981155,0.00000994017],"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":[0.00005347973,0.00001857226,0.0008004563,0.00002831149,0.000003547947,0.00003720361,0.0000470671,0.0002512308,0.9966654,0.00009605754,0.00006126209,0.001937421],"study_design_scores_gemma":[0.00001510797,0.0002710911,0.02818761,0.000007656615,0.00001527221,0.0002942649,0.0002020957,0.01770222,0.9517584,0.0002539315,0.001268424,0.00002394152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970506,0.0002458468,0.001931261,0.00005186174,0.000008550925,0.000007597449,0.0001300981,0.00005632147,0.0005177896],"genre_scores_gemma":[0.9968699,0.0001624945,0.00230185,0.00002353249,0.000006704021,0.00001392275,0.00007415981,0.00001128669,0.0005361895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001281405,"threshold_uncertainty_score":0.003037691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003982089039010143,"score_gpt":0.200531922186289,"score_spread":0.1965498331472788,"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."}}