{"id":"W2013795044","doi":"10.1145/2435227.2435252","title":"Moths","year":2013,"lang":"en","type":"article","venue":"ACM Transactions on Embedded Computing Systems","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Bottleneck; Thread (computing); Latency (audio); Network packet; Cache; Computer network; Chip; Embedded system; Distributed computing; Operating system; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004073302,0.0002616267,0.000328628,0.0002361823,0.0004541554,0.0007236007,0.00141019,0.0001427494,0.00006208128],"category_scores_gemma":[0.0000221913,0.000235688,0.0001767411,0.0005621355,0.00002975402,0.0005087915,0.00002695925,0.0003314033,0.001249952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119402,"about_ca_system_score_gemma":0.00003717109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004250283,"about_ca_topic_score_gemma":0.000004675407,"domain_scores_codex":[0.9977023,0.0002366806,0.0005916425,0.0005873913,0.0003887142,0.0004932886],"domain_scores_gemma":[0.9975603,0.0003506794,0.0001739981,0.001528059,0.000219643,0.0001673017],"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":[0.00001557543,0.0005882541,0.0001319469,0.0002075159,0.0004528266,0.00003431882,0.008456872,0.6453752,0.001498795,0.06067242,0.02328541,0.2592809],"study_design_scores_gemma":[0.0004290209,0.0001615415,0.00009886207,0.0001787201,0.000007725163,0.0001756623,0.0006626085,0.9930244,0.0003027183,0.0007742833,0.003801936,0.0003825011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01122096,0.0000849137,0.9769711,0.0004941405,0.005453413,0.000548414,0.00000139196,0.0008113037,0.004414311],"genre_scores_gemma":[0.9870878,0.000004029889,0.01041472,0.0003282046,0.0003037493,0.00007454298,0.000001034901,0.00002528476,0.001760571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9758669,"threshold_uncertainty_score":0.9995277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161443342360505,"score_gpt":0.2368114149373644,"score_spread":0.2206670807013139,"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."}}