{"id":"W2034061431","doi":"10.1049/ip-cds:20050156","title":"Modelling IrSC: proposal options and performance analysis","year":2006,"lang":"en","type":"article","venue":"IEE Proceedings - Circuits Devices and Systems","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Protocol (science); Connection (principal bundle); Simple (philosophy); Point (geometry); Telecommunications; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706989,0.0001605864,0.0002721861,0.0002359485,0.000165607,0.0002968016,0.0001798008,0.0001218523,0.00000148651],"category_scores_gemma":[0.000004999247,0.0001482264,0.00003331341,0.0005289675,0.00007587171,0.0003708515,0.0000477663,0.0001616166,0.000004777546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003061297,"about_ca_system_score_gemma":0.000005216856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007743036,"about_ca_topic_score_gemma":0.000009679987,"domain_scores_codex":[0.9991044,0.000003957759,0.0003094906,0.00020969,0.0001455007,0.0002269505],"domain_scores_gemma":[0.9996215,0.00002698186,0.00006352863,0.0001334141,0.0001046804,0.00004989729],"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":[0.00000466266,0.0000749485,0.2524583,0.003491094,0.0007218686,0.000001926693,0.00101727,0.5555383,0.002870139,0.1690381,0.0001720169,0.01461137],"study_design_scores_gemma":[0.00008716285,0.0000204567,0.005475917,0.00007481134,0.00009381578,0.00001161867,0.000440634,0.9926287,0.0001840373,0.0001693655,0.0006132267,0.0002002417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798753,0.008565539,0.005234032,0.00005840489,0.0000557792,0.0002069429,0.000004874643,0.0006606404,0.00533849],"genre_scores_gemma":[0.9979758,0.001179113,0.0006389602,0.000003156309,0.00004832465,0.00006146295,0.000004725682,0.00002073504,0.00006775804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370904,"threshold_uncertainty_score":0.6044499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646558305306801,"score_gpt":0.2061578147493063,"score_spread":0.1896922316962383,"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."}}