{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003210727,0.0002640948,0.0001321932,0.0002122145,0.0001922625,0.0003753248,0.0003542686,0.0002459804,0.0008587001],"category_scores_gemma":[0.0005188722,0.0001808961,0.0001494979,0.0001207187,0.0004402706,0.0006631972,0.0004170022,0.0004807033,0.00009629588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333808,"about_ca_system_score_gemma":0.0002161105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004276687,"about_ca_topic_score_gemma":0.0007918533,"domain_scores_codex":[0.9999009,0.00001635222,0.000004228655,0.0000278604,0.00003181112,0.00001884798],"domain_scores_gemma":[0.9997535,0.0001588662,0.00003865285,0.00001971795,0.00001337044,0.00001591466],"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":[0.0001133689,0.00007485185,0.001612851,0.00007608702,0.00001430773,0.00007006304,0.0001110964,0.008556293,0.9671339,0.01271532,0.00009127778,0.009430661],"study_design_scores_gemma":[0.00004396334,0.0003282296,0.003009817,0.00001226851,0.00002253739,0.0001091857,0.0001490088,0.4361427,0.5502073,0.008541536,0.001405079,0.00002840003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718697,0.0002102151,0.02591001,0.0001231898,0.00001232851,0.00001345375,0.0000192777,0.00007515219,0.001766733],"genre_scores_gemma":[0.9967272,0.0001024149,0.002902001,0.00001407016,0.000004101988,0.000007512573,0.000006020246,0.000007774575,0.0002288098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008587001,"threshold_uncertainty_score":0.002872646,"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."}}