{"id":"W6979224534","doi":"","title":"Unveiling competitions between carrier recombination pathways in semiconductors via mechanical damping","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Recombination; Semiconductor; Recombination rate; Carrier lifetime; Auger effect; Carrier generation and recombination; Spontaneous emission; Semiconductor device","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587454,0.0001304457,0.0001918953,0.0002336667,0.00006958274,0.00001797494,0.0001773088,0.0001896435,0.00004888226],"category_scores_gemma":[0.0001176324,0.0001465392,0.00005154757,0.0004354513,0.00003024834,0.0001201529,0.00006097785,0.0003637924,0.00003823205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013853,"about_ca_system_score_gemma":0.00001799923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002183488,"about_ca_topic_score_gemma":0.00004616996,"domain_scores_codex":[0.9992253,0.00002765816,0.0002619842,0.0001928203,0.0000659887,0.000226285],"domain_scores_gemma":[0.9995635,0.0001209405,0.00002008632,0.0002431021,0.00002017905,0.0000321666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001312879,0.00002416824,0.7473357,0.00005937013,0.00004579006,0.000006621848,0.0002293533,0.0007049097,0.2442409,0.004522304,0.0001591474,0.002670372],"study_design_scores_gemma":[0.0008638624,0.00003383969,0.4571697,0.0002609095,0.00003707434,0.000002650028,0.001293684,0.0119077,0.5176087,0.007477567,0.002816525,0.0005277735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943736,0.0001623729,0.00192227,0.0001227328,0.0004114129,0.0001246751,0.000006525187,0.0007407709,0.002135703],"genre_scores_gemma":[0.9995556,0.00005486514,0.0001868481,0.00004631644,0.00002529729,0.00002054729,0.00002769672,0.00001790086,0.00006487592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290166,"threshold_uncertainty_score":0.5975695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355536760665856,"score_gpt":0.2461179916296432,"score_spread":0.2105643155630575,"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."}}