{"id":"W7038182201","doi":"","title":"Global Research and Standardization Progress of 5G","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Work (physics); Plan (archaeology); Key (lock); Promotion (chess); Metis","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":[0.001381321,0.000121445,0.0003153665,0.0004315652,0.0001048762,0.0004398806,0.001632836,0.00009264282,0.0001178993],"category_scores_gemma":[0.0003979661,0.0001112441,0.00003013698,0.001316219,0.0002921259,0.0008013564,0.0007494683,0.0002386506,0.000001404853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153988,"about_ca_system_score_gemma":0.00007154916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725754,"about_ca_topic_score_gemma":0.00004572432,"domain_scores_codex":[0.9987051,0.00009706774,0.0004150366,0.0001446587,0.0004158695,0.0002222911],"domain_scores_gemma":[0.9985307,0.0001122214,0.0001592156,0.0004707285,0.0006247633,0.0001023974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006672397,0.0001289702,0.8553041,0.0001407226,0.0001133485,0.000005775038,0.0001410609,0.002611234,0.003790061,0.0008262276,0.03335112,0.1035207],"study_design_scores_gemma":[0.00103386,0.00007430899,0.8606143,0.0009003384,0.00004610371,0.00003482867,0.0007786349,0.002581967,0.04807556,0.06181443,0.02349897,0.0005467273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95312,0.03905329,0.001559451,0.00009852593,0.0001392559,0.0002920986,0.00005371715,0.000156207,0.005527453],"genre_scores_gemma":[0.9911585,0.005834349,0.00291712,0.000002946375,0.00002427699,0.00002003093,0.000005171965,0.00001897057,0.00001861578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102974,"threshold_uncertainty_score":0.4536405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4785803750213779,"score_gpt":0.610641259343628,"score_spread":0.1320608843222501,"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."}}