{"id":"W4234325571","doi":"10.1007/978-1-4614-6170-8_100819","title":"Network Multiplication","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Arithmetic; Computer science; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002443265,0.0001809035,0.0002241295,0.00004824075,0.00008671191,0.0001264856,0.0005856165,0.0002453554,0.0001955065],"category_scores_gemma":[0.000003531435,0.0001545758,0.0001101798,0.00002293117,0.00001459675,0.00006579461,0.0001391551,0.0001744904,0.00140809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003689599,"about_ca_system_score_gemma":0.00001727838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008441066,"about_ca_topic_score_gemma":0.00002060904,"domain_scores_codex":[0.9989647,0.00001592763,0.0002853716,0.0003925507,0.0001688905,0.0001725191],"domain_scores_gemma":[0.9988221,0.00007152992,0.0001773481,0.0007670698,0.0001030671,0.00005889542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.570441e-7,7.651688e-7,9.203109e-7,0.000003960641,0.000009049523,6.604738e-7,0.000009951942,0.0002671351,4.454737e-7,0.8581471,0.1249305,0.01662895],"study_design_scores_gemma":[0.00005020335,0.00002491714,0.000003294482,0.00005869518,0.00000308451,0.00001212487,2.165012e-7,0.0661129,0.000001134204,0.05384904,0.8796977,0.0001866523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.919215e-8,0.00006519223,0.4973786,0.0001823007,0.0009270064,0.0000846605,1.770816e-7,0.0001491388,0.5012129],"genre_scores_gemma":[0.004452742,0.00001558735,0.006392966,0.001156464,0.00191387,0.00001115005,0.000006730866,0.00002092888,0.9860296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8042981,"threshold_uncertainty_score":0.9993694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090310659671724,"score_gpt":0.2149991795671674,"score_spread":0.1940960729704501,"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."}}