{"id":"W4230502515","doi":"10.1109/twc.2014.2366395","title":"IEEE Communications Society Information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless 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":"Politecnico di Torino","keywords":"Computer science; Wireless; 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":[0.000754926,0.001620011,0.001291827,0.002789195,0.00101854,0.003325365,0.0008734821,0.002268589,0.3203193],"category_scores_gemma":[0.00371945,0.0006160802,0.0003558986,0.003579488,0.000565322,0.00262006,0.001682755,0.002573431,0.3425426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002529,"about_ca_system_score_gemma":0.002115962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688249,"about_ca_topic_score_gemma":0.003055033,"domain_scores_codex":[0.9993898,0.00009164042,0.0000365997,0.0001131399,0.0002977092,0.00007119343],"domain_scores_gemma":[0.997871,0.00038635,0.000117084,0.0005739366,0.0008899751,0.00016156],"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":[0.00005069601,0.00004761214,0.0001663692,0.0001488182,0.00001186365,0.00007098127,0.00002388834,0.001134723,0.001113004,0.01116536,0.7393567,0.2467099],"study_design_scores_gemma":[0.00001477312,0.00002916569,0.0003968,0.0001235312,0.00001772881,0.00009615086,0.00002363755,0.002737304,0.0008757918,0.006966996,0.9887011,0.00001697936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002121356,0.006974426,0.03977874,0.007944847,0.008784344,0.0002862834,0.009458017,0.004444916,0.9202071],"genre_scores_gemma":[0.01130338,0.007940792,0.004524102,0.001340446,0.001490575,0.000214563,0.01018921,0.000651858,0.9623449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6796807,"threshold_uncertainty_score":0.9694821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05286350819661395,"score_gpt":0.2373885623380786,"score_spread":0.1845250541414646,"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."}}