{"id":"W2950297888","doi":"10.1145/3330345.3330381","title":"DeepHiR","year":2019,"lang":"en","type":"article","venue":"","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Science and Technology Major Project; National University of Defense Technology","keywords":"Computer science","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":[0.0003945483,0.0005955098,0.0004308634,0.0007863011,0.0009982898,0.002346712,0.001077746,0.001243591,0.1608392],"category_scores_gemma":[0.0008816595,0.0003404649,0.000379766,0.0006180462,0.0005071452,0.001741416,0.002045404,0.001438092,0.07551975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008238303,"about_ca_system_score_gemma":0.00162502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512479,"about_ca_topic_score_gemma":0.002973484,"domain_scores_codex":[0.9995965,0.0000296537,0.00002141252,0.0001101046,0.0001552503,0.00008700287],"domain_scores_gemma":[0.9993787,0.00005720239,0.00003536452,0.0001327498,0.0002493501,0.0001466402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002767427,0.0001496266,0.002307246,0.0003733216,0.00003216642,0.0006768792,0.0002604202,0.001029453,0.01854523,0.05162956,0.1472396,0.7774798],"study_design_scores_gemma":[0.00005563651,0.0001293837,0.001664849,0.0001202111,0.00003104639,0.0012656,0.0001551669,0.002995423,0.01160384,0.01759697,0.964354,0.00002781461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02429702,0.006740984,0.1027215,0.006009159,0.004714343,0.0003088318,0.00365017,0.007656155,0.8439018],"genre_scores_gemma":[0.2186135,0.005029834,0.05451381,0.005484863,0.0009105821,0.0002334334,0.005367697,0.001455379,0.708391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1608392,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004278927667378021,"score_gpt":0.1837287101506817,"score_spread":0.1794497824833036,"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."}}