{"id":"W3141801054","doi":"","title":"2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000325261,0.0003098354,0.0002387893,0.0003948911,0.0003539785,0.0004692531,0.01464005,0.0001195206,0.001231254],"category_scores_gemma":[0.0001232381,0.000308305,0.0001486723,0.0002247521,0.0004929036,0.001120766,0.00190972,0.0006176613,0.00343019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489639,"about_ca_system_score_gemma":0.0002309516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534429,"about_ca_topic_score_gemma":0.0001705135,"domain_scores_codex":[0.9976379,0.0002025751,0.0005940448,0.0005303806,0.000706344,0.0003287284],"domain_scores_gemma":[0.9937039,0.0003152092,0.0003087344,0.004592358,0.0008556527,0.0002241674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000237109,0.0009005965,0.0002520522,0.000001763984,0.00008227732,0.000003272828,0.001154593,0.0000019235,0.0003773182,0.9779232,0.002912194,0.01636715],"study_design_scores_gemma":[0.002461486,0.001300747,0.01030871,0.0006851584,0.00005362873,0.00008583328,0.001454664,0.3905642,0.004343621,0.3662868,0.2203169,0.002138241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001291172,0.00003471249,0.02188547,0.03157834,0.002158412,0.0003214979,0.0001116397,0.0003627895,0.942256],"genre_scores_gemma":[0.9718625,0.001039907,0.02166979,0.001787897,0.00008641082,0.0002162217,0.0001650205,0.00002197889,0.003150289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9705713,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4154176176806391,"score_gpt":0.4072077647651491,"score_spread":0.008209852915489979,"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."}}