{"id":"W4242576998","doi":"10.1109/lcomm.2014.2366592","title":"IEEE Communications Society Information","year":2014,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; University of Waterloo","funders":"","keywords":"Computer science; Telecommunications; 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":[0.0007484283,0.001543972,0.001263848,0.00275557,0.001150473,0.003637053,0.000839558,0.002482025,0.3681075],"category_scores_gemma":[0.003637208,0.0006013635,0.0003670854,0.003163513,0.000617942,0.00246625,0.001685678,0.002490509,0.3699826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123499,"about_ca_system_score_gemma":0.002213832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729893,"about_ca_topic_score_gemma":0.003334849,"domain_scores_codex":[0.9994123,0.00008866476,0.0000326181,0.0001071297,0.0002874035,0.00007185847],"domain_scores_gemma":[0.9978008,0.0004013505,0.0001211808,0.0005639504,0.0009229418,0.0001898197],"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":[0.00005168268,0.00004481653,0.0001560415,0.0001452913,0.00001128877,0.00007167934,0.0000227792,0.0009457996,0.001175195,0.01003555,0.7659959,0.2213441],"study_design_scores_gemma":[0.00001490633,0.00003087656,0.0004177832,0.0001199036,0.00001668572,0.00008626617,0.00002304763,0.002471591,0.000849053,0.006255401,0.9896987,0.00001589394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001947984,0.00498225,0.02435502,0.008238078,0.008348754,0.0002497537,0.00675427,0.003260733,0.9418631],"genre_scores_gemma":[0.00911877,0.005616923,0.002854245,0.001296441,0.001503541,0.000176326,0.006617292,0.0004975591,0.9723188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6318926,"threshold_uncertainty_score":0.901318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06302226251916647,"score_gpt":0.233858204848327,"score_spread":0.1708359423291605,"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."}}