{"id":"W2068084954","doi":"10.1080/01468030.2011.560362","title":"Special Report: High-Speed Access Report—Third Quarter 2010","year":2011,"lang":"en","type":"article","venue":"Fiber & Integrated Optics","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Telecommunications; Engineering; Computer science; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001978479,0.0003302906,0.0003964495,0.0001921105,0.00005948835,0.0001321098,0.0004971618,0.0004202812,0.0007996768],"category_scores_gemma":[0.000124754,0.0002778705,0.0001156025,0.0003804789,0.00008802763,0.0003285151,0.00009139012,0.0005739615,0.0005820096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009069804,"about_ca_system_score_gemma":0.00004411863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839583,"about_ca_topic_score_gemma":0.0001447163,"domain_scores_codex":[0.9982125,0.0000155222,0.0007536007,0.0003474606,0.0002304607,0.0004404762],"domain_scores_gemma":[0.9985923,0.00002401791,0.0001744484,0.0009094965,0.0002026022,0.00009714082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002943283,0.0001003804,0.001018523,0.00007825989,0.0003516813,0.00990025,0.0008507304,0.0002013903,0.001016691,0.003090329,0.9804862,0.002876105],"study_design_scores_gemma":[0.0009848144,0.0002638572,0.01184927,0.0003543393,0.0001974917,0.004915951,0.001016836,0.002873208,0.07327099,0.004064679,0.8981778,0.002030733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3355479,0.0001725999,0.003913453,0.0001554422,0.01777,0.0005048151,0.00006564153,0.003682653,0.6381875],"genre_scores_gemma":[0.9397152,0.00007797431,0.01601347,0.00005426589,0.00372161,0.00006658481,0.0002715902,0.000213899,0.03986538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6041674,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634038307675261,"score_gpt":0.2311191745284217,"score_spread":0.2047787914516691,"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."}}