{"id":"W2541760442","doi":"10.4108/icst.5gu.2014.258096","title":"Overview on initial METIS D2D Concept","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Computer science; Systems engineering; Engineering; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004428628,0.00007835295,0.0001031767,0.0000286604,0.00001650736,0.00001024182,0.00005092694,0.000039197,0.0003081708],"category_scores_gemma":[0.00001898119,0.00007310962,0.00002162211,0.00006726461,0.000008148825,0.00008365051,0.000007574388,0.00004840899,0.0002446796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002732946,"about_ca_system_score_gemma":0.00000190742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006546414,"about_ca_topic_score_gemma":0.000006155086,"domain_scores_codex":[0.9996243,0.00001690933,0.0001141642,0.00008193125,0.0000586832,0.0001040111],"domain_scores_gemma":[0.9997545,0.00004098342,0.00001208446,0.0001425801,0.00001575593,0.00003405646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003432555,0.00001226739,0.00002020942,0.0000762016,0.00002471274,0.00000167794,0.0001882477,0.8662137,0.0007115204,0.0493421,0.009005548,0.07440035],"study_design_scores_gemma":[0.001213565,0.0001600395,0.0001171622,0.0001552513,0.00001973422,0.000009554836,0.00006562687,0.7815334,0.03631617,0.001244894,0.1785314,0.0006332076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004411244,0.000177747,0.8324438,0.00002196438,0.0003931464,0.00009730827,0.000002345565,0.0004270544,0.1659955],"genre_scores_gemma":[0.9913056,0.00003151806,0.007571263,0.0001795071,0.0001757081,0.00001245718,0.000009738967,0.00002910863,0.0006850442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9908645,"threshold_uncertainty_score":0.3374254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728498127968223,"score_gpt":0.25984040506359,"score_spread":0.2425554237839077,"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."}}