{"id":"W3199460485","doi":"10.1145/3477039","title":"Declarative Power Sequencing","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Embedded Computing Systems","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"VMware","keywords":"Computer science; Firmware; Embedded system; Power management; Software; Component (thermodynamics); Reuse; Power (physics); Operating system; Software engineering; Computer hardware","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004695235,0.0002716231,0.0003419185,0.0002142546,0.0005603846,0.0004692948,0.00110153,0.0001441431,0.00001502647],"category_scores_gemma":[0.00009000843,0.0002818178,0.0001607575,0.0009955784,0.00003743494,0.0003105263,0.00005638045,0.0003934765,0.00007786802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231972,"about_ca_system_score_gemma":0.0002774239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249453,"about_ca_topic_score_gemma":0.000002056183,"domain_scores_codex":[0.9975139,0.0003780544,0.000515332,0.0007361237,0.0004255528,0.0004310232],"domain_scores_gemma":[0.9973471,0.0004214268,0.0001849152,0.001511179,0.0003964264,0.000139026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008706487,0.0001960026,0.0000272457,0.00004529906,0.0001593724,0.000152526,0.006112307,0.9531365,0.001516087,0.02119877,0.001049365,0.01639781],"study_design_scores_gemma":[0.0005521031,0.0001604287,0.00003924644,0.0003194473,0.00001698075,0.0004296273,0.001011409,0.9736958,0.01981653,0.001501027,0.001840003,0.0006174479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00415357,0.0002454196,0.9877918,0.0003488421,0.001289682,0.0001970592,0.000003004632,0.001518997,0.004451625],"genre_scores_gemma":[0.7377396,0.00001140436,0.2613279,0.0003399479,0.00004794475,0.00001114981,0.000002878376,0.00001925137,0.0004999446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.733586,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988192149376792,"score_gpt":0.2788319304675896,"score_spread":0.2489500089738217,"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."}}