{"id":"W4256264620","doi":"10.1109/cc.2013.6633735","title":"Advertisements","year":2013,"lang":"en","type":"article","venue":"China Communications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network","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":["insufficient_payload"],"category_scores_codex":[0.0004319054,0.001049445,0.0005503081,0.002271538,0.002293059,0.004080393,0.000595667,0.001840112,0.7480907],"category_scores_gemma":[0.002265484,0.0004730318,0.0003830883,0.001773596,0.000443356,0.001669225,0.00123042,0.002135218,0.6451436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008400248,"about_ca_system_score_gemma":0.001428803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517866,"about_ca_topic_score_gemma":0.01145994,"domain_scores_codex":[0.9994881,0.00005465529,0.000016669,0.00006093035,0.0002800066,0.00009959986],"domain_scores_gemma":[0.9988434,0.0002392614,0.00004945533,0.0001174011,0.0005144483,0.0002359508],"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":[0.00002786338,0.00002314467,0.00008786188,0.00004789732,0.000001228599,0.0000442702,0.00003797085,0.00001193913,0.000239387,0.002007972,0.9794546,0.01801593],"study_design_scores_gemma":[0.00001246674,0.00001331408,0.0005958082,0.00002951934,0.000003266557,0.0000361435,0.00006816082,0.00004982593,0.0002050084,0.0003092407,0.9986722,0.000004956717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009041421,0.0005481653,0.0002063075,0.002998029,0.004048138,0.0001125471,0.002306519,0.0006362572,0.9882399],"genre_scores_gemma":[0.001621221,0.0002697076,0.00006700689,0.0008264235,0.0007114646,0.00002539293,0.0007084567,0.0001118114,0.9956586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2519093,"threshold_uncertainty_score":0.359318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915587065675988,"score_gpt":0.2961785718802381,"score_spread":0.2670227012234782,"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."}}