{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315187,0.0009818007,0.0004787013,0.001939865,0.0007384272,0.003229082,0.001377975,0.001701577,0.02394141],"category_scores_gemma":[0.0009392108,0.0005999251,0.0004881153,0.001402666,0.0006311613,0.002695406,0.002260786,0.001667427,0.01342843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754633,"about_ca_system_score_gemma":0.001352856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583332,"about_ca_topic_score_gemma":0.001019844,"domain_scores_codex":[0.9990249,0.0001128493,0.00004755018,0.0001410211,0.0005709438,0.0001028703],"domain_scores_gemma":[0.9994693,0.00007823913,0.00002597094,0.00005025464,0.0003059347,0.00007019453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004510284,0.0001717996,0.0018208,0.00296214,0.00005685377,0.0005906861,0.0005710142,0.007691882,0.04994958,0.2632874,0.1232063,0.5492404],"study_design_scores_gemma":[0.00001653107,0.000199149,0.0003302672,0.0002406563,0.00001352695,0.000592266,0.00008783575,0.003087891,0.01105754,0.006416033,0.9779203,0.00003797796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009738295,0.09316031,0.2989233,0.005736575,0.003945048,0.001022531,0.002985341,0.002359932,0.5821286],"genre_scores_gemma":[0.2161066,0.1077727,0.3087006,0.005773854,0.004117389,0.001809592,0.008584894,0.001296208,0.3458382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02394141,"threshold_uncertainty_score":0.08009195,"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."}}