{"id":"W4205550815","doi":"10.3390/ma15020534","title":"Effect of Microindentation on Electroluminescence of SiC P-I-N Junctions","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Electroluminescence; Materials science; Silicon carbide; Perpendicular; Spectral line; Silicon; Carbide; Molecular physics; Condensed matter physics; Composite material; Optics; Crystallography; Optoelectronics; Geometry; Chemistry; Physics; Mathematics","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":[0.0001615129,0.00006860383,0.0001664088,0.0001071451,0.00001938909,0.000004202996,0.000112723,0.00002572868,0.0002688322],"category_scores_gemma":[0.00004148366,0.00006959018,0.00002614317,0.0001344173,0.0000243117,0.00002704973,0.00002882617,0.00004744138,0.000006469228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005246385,"about_ca_system_score_gemma":0.000004336784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001814477,"about_ca_topic_score_gemma":6.363096e-7,"domain_scores_codex":[0.9995239,0.00005049061,0.0001721234,0.00007352974,0.00009349907,0.00008648754],"domain_scores_gemma":[0.9997191,0.00005211537,0.00005048622,0.0001623321,0.000009999397,0.000005970357],"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":[0.00002669505,0.000006603926,0.0002057109,0.00008040456,0.00001214748,5.20977e-7,0.00003035813,0.0005458451,0.9982812,0.00008840168,0.0003801098,0.0003419525],"study_design_scores_gemma":[0.0001759704,0.0003280743,0.0005257903,0.000007469411,0.00001156236,0.000004322536,0.0000321666,0.00003646364,0.9987388,0.00003128479,0.00005768351,0.00005037388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987339,0.00005531883,0.000004120257,0.000007400205,0.0007009617,0.0001466927,0.00004245465,0.0001756181,0.0001335432],"genre_scores_gemma":[0.9998588,0.000005880169,0.00001189525,0.00000451924,0.00001393465,0.00005512497,0.00001098638,0.00001398779,0.00002485225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124929,"threshold_uncertainty_score":0.2943524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004804893892732681,"score_gpt":0.2137634409850468,"score_spread":0.2089585470923142,"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."}}