{"id":"W4414910822","doi":"10.1515/joc-2025-0381","title":"Signal detection in optical orthogonal time space modulation for efficient VLC application","year":2025,"lang":"en","type":"article","venue":"Journal of Optical Communications","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Bit error rate; Detector; Rician fading; Robustness (evolution); Rayleigh fading; Channel (broadcasting); Rayleigh scattering; Modulation (music); Equalization (audio)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230511,0.000379651,0.0002938913,0.0005041134,0.0002645504,0.0006271062,0.0004215416,0.0004540888,0.0009200585],"category_scores_gemma":[0.002044077,0.0001397164,0.0001452993,0.0004352578,0.0003928707,0.0006653744,0.0005805693,0.0003762914,0.000289227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094187,"about_ca_system_score_gemma":0.0006477485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006997121,"about_ca_topic_score_gemma":0.001091984,"domain_scores_codex":[0.999211,0.0002265438,0.00002866972,0.00006634391,0.0003769076,0.00009057696],"domain_scores_gemma":[0.9992777,0.0002986497,0.0001393899,0.00007204571,0.0001954454,0.00001683912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007232262,0.0002308427,0.007295887,0.0003026739,0.00009362362,0.0003226164,0.0001916389,0.3111819,0.3077275,0.02937228,0.001687762,0.3408701],"study_design_scores_gemma":[0.00001617788,0.000178893,0.0007019639,0.00002032721,0.00001174171,0.0001241505,0.00002263762,0.9210821,0.07221591,0.003447291,0.002164047,0.00001466646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2223888,0.0006702596,0.7714682,0.0003621099,0.00005728418,0.00006803164,0.00007883272,0.0007530421,0.004153464],"genre_scores_gemma":[0.9284681,0.0001475108,0.07010592,0.00009989641,0.00001774435,0.00002976853,0.0000505926,0.00001941207,0.001061076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009200585,"threshold_uncertainty_score":0.004352748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343645216927812,"score_gpt":0.2708619229789846,"score_spread":0.2574254708097065,"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."}}