{"id":"W4401305524","doi":"10.2139/ssrn.4914589","title":"Generating Stacking Faults in 4h-Sic Junction Transistor by Indentation","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stacking; Indentation; Materials science; Transistor; Optoelectronics; Electrical engineering; Composite material; Engineering; Physics; Nuclear magnetic resonance","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009425048,0.0003736072,0.000391894,0.000561935,0.00009264015,0.0002129307,0.0002339548,0.0004022427,0.00004293551],"category_scores_gemma":[0.0000158827,0.0003667156,0.0002622161,0.0003584017,0.00001410541,0.0001485841,0.0000276751,0.00804461,0.00002540481],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004043815,"about_ca_system_score_gemma":0.0009077644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003952207,"about_ca_topic_score_gemma":0.006262525,"domain_scores_codex":[0.9971346,0.00008187172,0.0006519512,0.0003545116,0.0003358157,0.001441199],"domain_scores_gemma":[0.9995434,0.0000170219,0.0001198799,0.0001700229,0.00008805163,0.00006163944],"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":[0.00003167023,0.00008189013,0.0003493616,0.000494706,0.003187797,0.00005236025,0.004986352,0.6034569,0.2320853,0.006319188,0.003159065,0.1457954],"study_design_scores_gemma":[0.002327364,0.0003433636,0.00007894851,0.002011262,0.002130438,0.0007020422,0.01322377,0.6880394,0.01471451,0.2672617,0.005581021,0.003586148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940231,0.02664699,0.02967275,0.0001470683,0.002173107,0.0001918929,0.00002046156,0.0002087552,0.0007079527],"genre_scores_gemma":[0.9937931,0.00464503,0.00005522834,0.00002826656,0.0006167978,0.00002043326,0.0001476559,0.00009694176,0.000596525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609425,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00633230592002085,"score_gpt":0.216295856266541,"score_spread":0.2099635503465201,"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."}}