{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2455b8e762a8","filters":{"venue":"American Journal of Embedded Systems and VLSI Design"}},"results":[{"id":"W7143504320","doi":"10.71465/ajesvd1179","title":"Energy-Efficient Architectures for Embedded Systems in Smart Homes","year":2021,"lang":"","type":"article","venue":"American Journal of Embedded Systems and VLSI Design","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability (semiconductor); Energy consumption; Home automation; Software; Efficient energy use; Resource (disambiguation); Power consumption; Energy management; Embedded software","authors":[{"name":"Dr. Emily Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01425180758181007,"gpt":0.2411190028492575,"spread":0.2268671952674474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002878832,0.0004296172,0.0002588372,0.0003584513,0.000312345,0.0009295022,0.0005969777,0.000577878,0.002491119],"category_scores_gemma":[0.0003731066,0.0002546595,0.000218435,0.0004118944,0.000320207,0.001677754,0.0004745674,0.000825221,0.000971889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885305,"about_ca_system_score_gemma":0.0003527798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885693,"about_ca_topic_score_gemma":0.0008416674,"domain_scores_codex":[0.9998568,0.00003258049,0.00001000772,0.00001827711,0.00006186324,0.00002040679],"domain_scores_gemma":[0.9998797,0.00003572886,0.00001518322,0.00002209904,0.00003985417,0.000007549937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006689645,0.0001010395,0.0006133477,0.001518114,0.00007198795,0.0002662136,0.0003450828,0.05364006,0.07071815,0.488621,0.01224193,0.3717963],"study_design_scores_gemma":[0.00004042687,0.0003689802,0.000970033,0.0006292957,0.0001242849,0.0007559508,0.0003012939,0.1594328,0.05194969,0.278007,0.5073617,0.00005849478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04046423,0.0976944,0.7745745,0.003242942,0.0006799968,0.0001429996,0.00008600848,0.001415208,0.08169977],"genre_scores_gemma":[0.4412491,0.08113321,0.438954,0.0008805753,0.0004061866,0.0002238007,0.0002033539,0.000215124,0.03673476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002491119,"threshold_uncertainty_score":0.008333623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}