{"id":"W2003050559","doi":"","title":"Symposium on International Optoelectronics Association: A forum for international cooperation in optical fibre communications and related technologies","year":2011,"lang":"en","type":"article","venue":"European Conference on Optical Communication","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; The Internet; Key (lock); Broadband; Globalization; Photonics; Business; Engineering; Computer science; Political science; World Wide Web; Materials science; Optoelectronics","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":[0.0004462749,0.0002195613,0.0002009396,0.0002009179,0.000135375,0.0001072217,0.001339405,0.0002100949,0.0000257084],"category_scores_gemma":[0.0008338006,0.0002284499,0.00004658996,0.0002053248,0.0002377062,0.0002866671,0.0004469774,0.0008037394,0.00005461735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591368,"about_ca_system_score_gemma":0.00001871471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000120175,"about_ca_topic_score_gemma":0.00001909747,"domain_scores_codex":[0.9986221,0.0000951125,0.0004917265,0.0002833977,0.0001890071,0.0003186324],"domain_scores_gemma":[0.9981405,0.0004882531,0.00009658887,0.0009651908,0.0002643393,0.00004514122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008938277,0.000197973,0.0003324554,0.00000878685,0.00007639224,0.000002307765,0.0002210141,0.001405695,0.0008514989,0.9444764,0.0003521499,0.05198597],"study_design_scores_gemma":[0.003383702,0.001451097,0.004544529,0.0006404357,0.00006483389,0.00002039652,0.001754745,0.8847513,0.004192116,0.06485292,0.03302375,0.001320182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02526831,0.000645715,0.03309517,0.05023117,0.0008595396,0.001636534,0.00006935038,0.003581479,0.8846127],"genre_scores_gemma":[0.945714,0.003821229,0.04990606,0.0000857047,0.0000154424,0.0001153241,0.0001482574,0.00004307542,0.0001509306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9204457,"threshold_uncertainty_score":0.9315917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763886550419661,"score_gpt":0.2539847730431862,"score_spread":0.2263459075389896,"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."}}