{"id":"W4323022449","doi":"10.1109/access.2023.3251340","title":"Leveraging Public Information to Fit a Compact Hot Carrier Injection Model to a Target Technology","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"CMC Microsystems","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009975041,0.0001125803,0.0001385542,0.0006605679,0.00005889659,0.0003037689,0.0002580874,0.00007841051,0.00004019945],"category_scores_gemma":[0.00003328673,0.0001143261,0.00001984641,0.0009900479,0.000005761531,0.001205883,0.00005094173,0.00007411258,0.0002307173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007389269,"about_ca_system_score_gemma":0.00001890176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009730471,"about_ca_topic_score_gemma":0.000019977,"domain_scores_codex":[0.9993204,0.000005627678,0.0001886763,0.0001064204,0.0001151735,0.0002636519],"domain_scores_gemma":[0.9996392,0.000009630907,0.00002293915,0.0001799787,0.00006067925,0.0000875796],"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":[0.000007280145,0.000003018171,0.0008064877,0.0000576234,0.00001779533,0.000001625034,0.00111309,0.9198788,0.06101894,0.00005003288,0.01590683,0.00113849],"study_design_scores_gemma":[0.0004073311,0.00005840028,0.004270927,0.00007466358,0.00001236069,0.00002283915,0.000645444,0.7436769,0.2120398,0.00164602,0.03647462,0.0006707116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871467,0.00001228229,0.009519864,0.0003898914,0.0009946261,0.0001965747,0.0000329724,0.001077875,0.000629188],"genre_scores_gemma":[0.9992434,0.000003299398,0.000192074,0.000368523,0.0000802375,0.00004878314,0.00001720173,0.00001873027,0.00002774007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762019,"threshold_uncertainty_score":0.4662082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546310171137984,"score_gpt":0.3000267278422105,"score_spread":0.2345636261308306,"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."}}