{"id":"W2079469875","doi":"10.1109/jsac.2013.130324","title":"Designing Two-Dimensional Spectrum Auctions for Mobile Secondary Users","year":2013,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Spectrum auction; Computer science; Common value auction; Computer network; Frequency allocation; Secondary market; Channel (broadcasting); Externality; Combinatorial auction; Channel allocation schemes; Scarcity; Spectrum management; Microeconomics; Telecommunications; Cognitive radio; Business; Auction theory; Wireless; Economics; Revenue equivalence","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001996796,0.0001976489,0.0002954777,0.0007371122,0.001713912,0.0004108253,0.001838615,0.0001009904,0.001389437],"category_scores_gemma":[0.001067443,0.0001688046,0.0001775702,0.001957195,0.0002463446,0.0007185877,0.0001018111,0.001037939,0.000670601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205876,"about_ca_system_score_gemma":0.0003780697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096855,"about_ca_topic_score_gemma":0.000118656,"domain_scores_codex":[0.9969297,0.000716373,0.001057069,0.0003487826,0.0005664369,0.0003816486],"domain_scores_gemma":[0.9917371,0.004916985,0.0005396349,0.001546005,0.001021846,0.0002384434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004237785,0.004959458,0.009559553,0.00001221438,0.000484286,0.000008500865,0.004033712,0.310501,0.08673223,0.1122349,0.3411839,0.1298665],"study_design_scores_gemma":[0.003365745,0.0006188547,0.02133984,0.0001494168,0.00007423855,0.0007472917,0.003141147,0.03648375,0.01284559,0.8244761,0.09579635,0.0009617179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079647,0.000645321,0.1406909,0.03111869,0.001834666,0.003696595,0.0001645653,0.0003520985,0.01353252],"genre_scores_gemma":[0.9737341,0.00004756206,0.02307174,0.0005918306,0.0002261973,0.0007538375,0.00002371655,0.0000284617,0.001522548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7122412,"threshold_uncertainty_score":0.9995857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597836975112576,"score_gpt":0.384071683422099,"score_spread":0.2980933136709732,"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."}}