{"id":"W2998610137","doi":"10.1145/3140659.3080251","title":"There and Back Again","year":2017,"lang":"en","type":"article","venue":"ACM SIGARCH Computer Architecture News","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Network topology; Dram; Latency (audio); Scalability; Interconnection; Queueing theory; Interleaved memory; Registered memory; Efficient energy use; Distributed computing; Computer network; Parallel computing; Embedded system; Memory management; Semiconductor memory; Computer hardware; Operating system; Electrical engineering; Engineering; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008243446,0.0009345071,0.0006241148,0.001100133,0.006480878,0.009838901,0.001409957,0.003452465,0.3821463],"category_scores_gemma":[0.0033676,0.0003354857,0.0007161505,0.001051885,0.002350191,0.007306606,0.005291155,0.005856956,0.2561211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284658,"about_ca_system_score_gemma":0.002594518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008791,"about_ca_topic_score_gemma":0.01702639,"domain_scores_codex":[0.999028,0.0001460029,0.00003858603,0.0002234855,0.0003099946,0.0002539366],"domain_scores_gemma":[0.9986908,0.00009512937,0.00005915985,0.0002049465,0.0005818778,0.0003680546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008308864,0.00007143029,0.001043885,0.000124279,0.00001363315,0.0003976148,0.002452461,0.00006101075,0.000791903,0.05380722,0.8334985,0.107655],"study_design_scores_gemma":[0.00000300708,0.000007607954,0.0002161586,0.0000559747,0.000002419324,0.0000782428,0.001020675,0.00001755264,0.00009327359,0.002068609,0.9964297,0.000006713009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00562091,0.004232406,0.004266879,0.07599614,0.02533176,0.0001205111,0.001517365,0.001714917,0.8811992],"genre_scores_gemma":[0.01469567,0.00138429,0.001932568,0.01798769,0.001211144,0.00004014125,0.0006315338,0.0005546391,0.9615623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3821463,"threshold_uncertainty_score":0.8812933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088922460367318,"score_gpt":0.2564817175323137,"score_spread":0.2355924929286405,"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."}}