{"id":"W2388203990","doi":"","title":"Resource Estimation for Applications Based on a TTA-like Architecture","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Architecture; Resource (disambiguation); Design space exploration; Estimation; Systems architecture; Global Positioning System; Computer architecture; Distributed computing; Embedded system; Real-time computing; Systems engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002617096,0.000265027,0.0002392908,0.0003287699,0.0005919582,0.0001160059,0.001445138,0.0001517124,0.000002580987],"category_scores_gemma":[0.000001820218,0.0002687532,0.0001608783,0.000720626,0.00008184511,0.0001433735,0.0001246851,0.0002164641,0.0001056504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105949,"about_ca_system_score_gemma":0.0001231285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006156731,"about_ca_topic_score_gemma":0.000001476156,"domain_scores_codex":[0.9980743,0.0000731939,0.00042332,0.0007965392,0.0002867787,0.0003458976],"domain_scores_gemma":[0.997758,0.0003558723,0.0001958923,0.001378161,0.0001796956,0.0001323353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002419627,0.0008733008,0.00006183055,0.0002213462,0.00005074096,0.000004164003,0.001129796,0.02808858,0.01002811,0.1281849,0.1054105,0.7259225],"study_design_scores_gemma":[0.0003386525,0.0000854174,0.00007191827,0.00002409998,0.000008111135,0.00005702191,0.000002603863,0.18191,0.005758398,0.007008646,0.8044296,0.0003056021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003581343,0.0000485805,0.9917685,0.001371233,0.0000130534,0.004132437,0.00002826298,0.001266717,0.00133534],"genre_scores_gemma":[0.02022476,0.000001712379,0.9638583,0.002094012,0.0001891785,0.01320777,0.00009895597,0.00003696246,0.0002883692],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7256169,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551312555898694,"score_gpt":0.2538315068187251,"score_spread":0.2383183812597382,"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."}}