{"id":"W4283654945","doi":"10.1002/sdtp.15426","title":"10‐2: <i>Student Paper:</i> Dual‐Driver Pixel Circuit and Associated Drivers for Low‐Power OLEDoS Microdisplays","year":2022,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Power consumption; Power (physics); Dual (grammatical number); Pixel; Computer science; Reduction (mathematics); Ultra low power; Electrical engineering; Computer graphics (images); Computer hardware; Automotive engineering; Engineering; Artificial intelligence; Physics; Mathematics; Art","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":[0.0001583041,0.0002192837,0.0001133557,0.0002014893,0.0003037772,0.0005445887,0.0004871159,0.0003324787,0.01661605],"category_scores_gemma":[0.0003169562,0.0001509625,0.0001094464,0.0001126333,0.0001442461,0.0004364018,0.0002196577,0.0003617963,0.003225853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851369,"about_ca_system_score_gemma":0.0003108757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134057,"about_ca_topic_score_gemma":0.001495168,"domain_scores_codex":[0.9998989,0.000008074573,0.000004418548,0.00002300129,0.00004809216,0.00001754494],"domain_scores_gemma":[0.9998093,0.00003079046,0.00001568175,0.00001581879,0.00009564021,0.00003277284],"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":[0.0003905629,0.0002132602,0.002482135,0.0001850231,0.00002202827,0.000258267,0.0001860749,0.0005049497,0.8508965,0.005554241,0.02884629,0.1104607],"study_design_scores_gemma":[0.00003391641,0.0004871467,0.003463723,0.00001016487,0.00001681944,0.0005914273,0.00004000842,0.006136874,0.910892,0.0002708777,0.07803249,0.00002468034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6557106,0.001385685,0.2017104,0.00267543,0.002251676,0.000421266,0.001004656,0.006159686,0.1286805],"genre_scores_gemma":[0.6917093,0.0005146397,0.05997377,0.0003744458,0.0003417264,0.0001078189,0.0006873641,0.0005701294,0.2457209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661605,"threshold_uncertainty_score":0.05558622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005368366072409396,"score_gpt":0.1996972293560576,"score_spread":0.1943288632836482,"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."}}