{"id":"W1963658859","doi":"10.1088/0268-1242/16/4/316","title":"Methods for determining deep defect concentration from dependence of excess carrier density and lifetime on illumination intensity","year":2001,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Gender and Health; Deutscher Akademischer Austauschdienst","keywords":"Recombination; Carrier lifetime; Auger effect; Deep-level transient spectroscopy; Electron; Intensity (physics); Saturation (graph theory); Chemistry; Silicon; Doping; Vacancy defect; Atomic physics; Materials science; Molecular physics; Optoelectronics; Auger; Optics; Physics","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":[0.0003833488,0.0001134417,0.0002026128,0.0002239879,0.000120166,0.00002578341,0.0001997242,0.0001961146,0.000002940724],"category_scores_gemma":[0.0008030306,0.0001077278,0.00001820895,0.0004484566,0.0008617656,0.0002179102,0.00007564207,0.000144089,4.366683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416114,"about_ca_system_score_gemma":0.00002715108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438059,"about_ca_topic_score_gemma":0.00002198452,"domain_scores_codex":[0.9992223,0.00001193995,0.0001569393,0.0003010193,0.00009428267,0.0002134935],"domain_scores_gemma":[0.9994018,0.0001288283,0.00005244431,0.0002142283,0.000162858,0.0000398304],"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":[0.000005520174,0.000004290597,0.01814861,0.000008772125,0.000007463362,0.000001442903,0.0002035629,0.00000518237,0.8670743,0.0006447563,0.000003249921,0.1138929],"study_design_scores_gemma":[0.0001936378,0.0000981259,0.004027224,0.00002056602,0.0000151666,0.00001996557,0.0008829419,0.0329961,0.9568033,0.00473459,0.00007907858,0.0001293581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898059,0.000567993,0.008858962,0.00007956529,0.0001861545,0.0001705841,0.000003360871,0.0002612872,0.00006622781],"genre_scores_gemma":[0.9900373,0.0001932389,0.009702608,0.00003334911,0.000009691807,0.00001198659,0.000001594493,0.000007143012,0.000003140353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137635,"threshold_uncertainty_score":0.4393011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839530023268204,"score_gpt":0.2875941961088045,"score_spread":0.2691988958761224,"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."}}