{"id":"W4401752829","doi":"10.1109/nano61778.2024.10628671","title":"Unifying Figures of Merit: A Versatile Cost Function for Silicon Dangling Bond Logic","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum-Dot Cellular Automata","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dangling bond; Figure of merit; Silicon; Function (biology); Computer science; Logic gate; Parallel computing; Materials science; Algorithm; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301373,0.001009133,0.0005855355,0.001073474,0.0004037507,0.001482968,0.0009616828,0.001230788,0.001731268],"category_scores_gemma":[0.002879744,0.0002833496,0.0004979624,0.0008856349,0.0007753869,0.00182804,0.0009777402,0.001118829,0.0004039176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485961,"about_ca_system_score_gemma":0.0005772727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004583859,"about_ca_topic_score_gemma":0.0007277178,"domain_scores_codex":[0.9993962,0.0001651621,0.0000371289,0.00006906188,0.0002653668,0.00006702803],"domain_scores_gemma":[0.9993227,0.0003631399,0.00008427442,0.0001023689,0.00009025733,0.00003733433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001289074,0.00006800955,0.0004290408,0.0002195149,0.00003990907,0.0001404484,0.00007711817,0.4089856,0.03583425,0.4325517,0.001614884,0.1199107],"study_design_scores_gemma":[0.000007473549,0.00007194357,0.0001501982,0.00002265483,0.00001374257,0.00009268013,0.00001659704,0.9094201,0.01041783,0.07564183,0.004117028,0.00002795373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02669092,0.0009786227,0.961985,0.0004715252,0.00006437478,0.00005959307,0.0000553246,0.0002269072,0.009467745],"genre_scores_gemma":[0.6338276,0.001083274,0.3579582,0.0001476295,0.0000761265,0.0002057836,0.00009709419,0.0002435179,0.006360674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001731268,"threshold_uncertainty_score":0.01078141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625655000303492,"score_gpt":0.2789361552646594,"score_spread":0.2426796052616245,"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."}}