{"id":"W7037445951","doi":"","title":"The Electronic Device with Resistance Switching Behavior based on Different Mechanisms","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Neuromorphic engineering; Memristor; Von Neumann architecture; Miniaturization; Energy consumption; Electronics; Resistive random-access memory; Resistive touchscreen","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":[0.0000709948,0.0002413948,0.000234067,0.000105066,0.0003862611,0.00001877977,0.0002961481,0.0001103895,0.000007439346],"category_scores_gemma":[0.000004662683,0.0002015926,0.00007574804,0.000185034,0.00001516833,0.0000650876,0.0000160103,0.0004563387,0.00001141155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286898,"about_ca_system_score_gemma":0.00002816692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991324,"about_ca_topic_score_gemma":0.05477919,"domain_scores_codex":[0.9990625,0.00002825066,0.00008482147,0.0002397075,0.000237357,0.0003474141],"domain_scores_gemma":[0.9994345,0.0001087752,0.00009595743,0.0002672464,0.00004523637,0.00004829707],"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":[0.009799603,0.0004445557,0.0002945132,0.006328121,0.001236196,0.001372334,0.1160761,0.2818948,0.506773,0.01214909,0.001458494,0.06217323],"study_design_scores_gemma":[0.0076602,0.003447422,0.03081215,0.00924313,0.002532158,0.00001197646,0.3542214,0.08557223,0.4934552,0.00440891,0.002410107,0.006225103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998148,0.00005977441,0.0008065676,0.00007423898,0.0002428455,0.0002511295,0.00000560094,0.0002805951,0.0001312799],"genre_scores_gemma":[0.9158822,0.00007759146,0.0002790554,0.000007956492,0.00002163974,0.000002159173,0.0001004444,0.00007185385,0.08355709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381454,"threshold_uncertainty_score":0.9624686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007481300065932274,"score_gpt":0.1912367283415726,"score_spread":0.1837554282756403,"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."}}