{"id":"W4308326889","doi":"10.1007/s10825-022-01970-1","title":"Systematic analysis of semiconductor photoconductivity dynamics under different laser excitations: two- and three-level models","year":2022,"lang":"en","type":"article","venue":"Journal of Computational Electronics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Excitation; Electron; Laser; Electric field; Semiconductor; Physics; Population; Atomic physics; Materials science; Photoconductivity; Condensed matter physics; Computational 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":[],"consensus_categories":[],"category_scores_codex":[0.000204925,0.0001034061,0.0003692051,0.0004075969,0.00009676054,0.00001232671,0.0001518197,0.00003478493,0.00002002953],"category_scores_gemma":[0.00001284014,0.00009811436,0.0001215459,0.0005140168,0.00003792392,0.0001345221,0.00003053258,0.0003321793,1.87513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693068,"about_ca_system_score_gemma":0.00006880412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002006173,"about_ca_topic_score_gemma":0.00005015459,"domain_scores_codex":[0.9990166,0.00004839178,0.0004829166,0.00008272735,0.0002510672,0.0001182352],"domain_scores_gemma":[0.9991494,0.0003067921,0.0002696299,0.0001044024,0.0001366757,0.00003306287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006935798,0.00006689773,0.00009139949,0.0001392428,0.001228844,6.169311e-7,0.000089273,0.9537204,0.0008266045,0.04362562,0.00001928359,0.0001848918],"study_design_scores_gemma":[0.0002863631,0.00005125089,0.0009243589,0.00002970044,0.0004889189,0.00004072471,0.0001485686,0.8585676,0.0001543212,0.1392256,0.00000418277,0.00007841675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6780642,0.0006823951,0.3208787,0.00009806918,0.00003665418,0.0001582261,0.00004896423,0.00002021602,0.00001252523],"genre_scores_gemma":[0.9976934,0.00002484612,0.002164782,0.00002364479,0.000008787284,0.00003450213,0.00002876559,0.00001237952,0.000008924622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196291,"threshold_uncertainty_score":0.4000987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854403443655724,"score_gpt":0.2431333083435434,"score_spread":0.2245892739069861,"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."}}