{"id":"W4244152842","doi":"10.1109/tcomm.2014.2350266","title":"IEEE Communications Society Information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","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; Electronic engineering; Electrical engineering; Engineering","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":[0.0007771723,0.001609779,0.001284524,0.002927151,0.001085278,0.003485505,0.0008582792,0.002259996,0.3392559],"category_scores_gemma":[0.003777801,0.0006206089,0.0003554938,0.003567952,0.0005751685,0.002684166,0.001666109,0.002505174,0.3405161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039824,"about_ca_system_score_gemma":0.002234162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071866,"about_ca_topic_score_gemma":0.003504008,"domain_scores_codex":[0.9993755,0.00009322463,0.00003649549,0.0001109933,0.000312268,0.00007162636],"domain_scores_gemma":[0.9976569,0.0004005231,0.0001190841,0.0006337312,0.001005764,0.0001839176],"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":[0.00004965139,0.00004488394,0.0001570181,0.0001350588,0.00001142428,0.00006548786,0.00002241973,0.001086574,0.001028331,0.01005673,0.7553483,0.2319941],"study_design_scores_gemma":[0.0000150613,0.00003070911,0.0004116153,0.0001202886,0.00001836989,0.00009290541,0.00002452497,0.003133798,0.0009043885,0.007062858,0.9881679,0.00001763027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002235775,0.006447208,0.03804381,0.008620051,0.009558786,0.0003000528,0.009066425,0.004494875,0.9212329],"genre_scores_gemma":[0.01141195,0.006888014,0.004115643,0.001273869,0.00164986,0.0001982633,0.009435436,0.0006348014,0.9643922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6607441,"threshold_uncertainty_score":0.9424713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06669348793432638,"score_gpt":0.2393671718094346,"score_spread":0.1726736838751082,"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."}}