{"id":"W26115943","doi":"10.1007/s00198-015-3214-y","title":"Performance Analysis of a V5 - Optical Digital Access System","year":2001,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Access network; Telecommunications; Access technology; Interface (matter); Computer network; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001309283,0.0005561702,0.0004333213,0.0008965001,0.0009902144,0.001167772,0.000746683,0.000604722,0.007333819],"category_scores_gemma":[0.004616991,0.0001766461,0.0002850485,0.0008268211,0.0004203363,0.0009143649,0.0005336369,0.0003556967,0.0007589792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345776,"about_ca_system_score_gemma":0.0009401512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02519775,"about_ca_topic_score_gemma":0.01116421,"domain_scores_codex":[0.9977367,0.0005179856,0.000100598,0.0002638078,0.0006908859,0.0006899216],"domain_scores_gemma":[0.9936288,0.003431036,0.0004243788,0.0002857845,0.001983957,0.0002460847],"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":[0.01337302,0.001260535,0.08059986,0.000567822,0.0005593045,0.0008964965,0.0004245431,0.6058412,0.09956868,0.006984219,0.01019668,0.1797277],"study_design_scores_gemma":[0.00007821131,0.001738992,0.01410764,0.00001009022,0.0001083309,0.0002481709,0.000148418,0.9644952,0.01760211,0.0005134864,0.0009053436,0.00004409476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776976,0.0004174873,0.0143407,0.0002872218,0.00004409921,0.00007682323,0.0002327937,0.0009456897,0.005957683],"genre_scores_gemma":[0.9976083,0.0000379391,0.001309452,0.00003358222,0.000008187539,0.000008317948,0.0001056968,0.0000168661,0.0008716405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519775,"threshold_uncertainty_score":0.05010217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160054533871135,"score_gpt":0.2317940067715019,"score_spread":0.2201934614327906,"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."}}