{"id":"W4392637516","doi":"10.1007/979-8-8688-0199-0_13","title":"OLED Using DMA","year":2024,"lang":"en","type":"book-chapter","venue":"Maker Innovations Series","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"STM32; OLED; Computer science; Controller (irrigation); Embedded system; Computer hardware; Software; Operating system; Set (abstract data type); Materials science; Telecommunications; Programming language; Nanotechnology","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":[0.0001043205,0.0006662777,0.000365313,0.0008103171,0.0006364441,0.001493377,0.000785512,0.0006214989,0.05729238],"category_scores_gemma":[0.0002885126,0.0004125644,0.0004050547,0.0008310826,0.0002800956,0.001599323,0.0007675812,0.001201666,0.02878204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037964,"about_ca_system_score_gemma":0.0002508029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004973147,"about_ca_topic_score_gemma":0.0008670226,"domain_scores_codex":[0.9998374,0.000007319218,0.000005493978,0.00003009962,0.0001052824,0.00001442436],"domain_scores_gemma":[0.9999304,0.00002034254,0.00000386594,0.00001414323,0.00002685345,0.000004474812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005740878,0.00005828515,0.0001243453,0.0009538757,0.00001896457,0.0003805674,0.000462434,0.001760784,0.09203862,0.1447665,0.1945969,0.5647812],"study_design_scores_gemma":[0.000004895067,0.00001755135,0.00008794402,0.00008004913,0.000004978701,0.000308372,0.00002117041,0.0012557,0.01722522,0.005706912,0.9752759,0.00001134968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005212607,0.01412067,0.1467557,0.0008704974,0.001730274,0.0001518606,0.0008154768,0.007727265,0.8226158],"genre_scores_gemma":[0.03735992,0.01656963,0.07062998,0.0008109417,0.0003936787,0.0001721989,0.0008625188,0.00184692,0.8713542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05729238,"threshold_uncertainty_score":0.1916621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331174973187533,"score_gpt":0.2479272316187418,"score_spread":0.2148097342999885,"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."}}