{"id":"W7056710743","doi":"","title":"FSO-based vertical fronthaul/backhaul framework for 5G+ systems","year":2018,"lang":"en","type":"article","venue":"The UWS Academic Portal (University of the West of Scotland)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Set (abstract data type); Work (physics); Term (time); Component (thermodynamics); Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002540142,0.0001274173,0.0002430098,0.00003638589,0.0001560184,0.000006955006,0.0007381839,0.0002139238,0.00004302821],"category_scores_gemma":[0.00004548705,0.00009372371,0.0001338842,0.0001842392,0.0003808394,0.0001100309,0.00005575126,0.0003164491,0.00001604563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002770134,"about_ca_system_score_gemma":0.00003809467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699125,"about_ca_topic_score_gemma":0.00005562666,"domain_scores_codex":[0.9991758,0.00002867758,0.0001931383,0.000129126,0.0002131436,0.0002600592],"domain_scores_gemma":[0.9992749,0.000133587,0.00008878111,0.0003621388,0.00006821432,0.00007238736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002991973,0.0007270004,0.4206389,0.003175178,0.002183776,0.00004320666,0.01234907,0.1848503,0.1498223,0.1360622,0.08059581,0.006560262],"study_design_scores_gemma":[0.00304253,0.000436096,0.09897599,0.001225607,0.0006561338,0.00002746175,0.003254185,0.8475065,0.030136,0.008648984,0.005214288,0.0008762004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841141,0.0002113877,0.01368764,0.0003814968,0.0005356455,0.0002708609,0.00005297935,0.00006197863,0.0006838968],"genre_scores_gemma":[0.9992591,0.00002626083,0.0004242986,0.0000372245,0.0001486792,7.367653e-7,0.000003950885,0.00001747925,0.00008227624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6626562,"threshold_uncertainty_score":0.3821942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549371267335251,"score_gpt":0.2187586290818153,"score_spread":0.2032649164084628,"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."}}