{"id":"W4406890431","doi":"10.1109/access.2025.3535789","title":"Dual-Polarization Self-Coherent Transceivers for Free Space Optical Communications in the Presence of Atmospheric Turbulence","year":2025,"lang":"en","type":"article","venue":"IEEE Access","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Science and Engineering Research Council","keywords":"Transceiver; Free-space optical communication; Physics; Atmospheric turbulence; Polarization (electrochemistry); Free space; Optical communication; Turbulence; Optics; Remote sensing; Telecommunications; Computer science; Optoelectronics; Meteorology; Geology","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":[0.0002701148,0.0001461005,0.00009545068,0.0001350427,0.0001533461,0.0002058187,0.000187353,0.0001555614,0.0004150279],"category_scores_gemma":[0.0004364831,0.00007500441,0.00007925231,0.0001536122,0.0001701215,0.0003640692,0.0001505805,0.0001804606,0.00007055982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651706,"about_ca_system_score_gemma":0.0002195348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004133955,"about_ca_topic_score_gemma":0.0009838912,"domain_scores_codex":[0.9999013,0.00002338318,0.000003382373,0.000008941672,0.00004988953,0.00001313601],"domain_scores_gemma":[0.9997755,0.0001020764,0.00003819291,0.0000240696,0.00004864965,0.0000116476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003005858,0.0002460582,0.01732762,0.0001763122,0.00008796601,0.0004156355,0.0002380574,0.2495222,0.6298801,0.02035553,0.000551348,0.08089855],"study_design_scores_gemma":[0.00002576172,0.0005433216,0.00470859,0.00001049331,0.00002540337,0.0002391077,0.00006155703,0.9137889,0.07778592,0.001214004,0.001581751,0.00001534158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522216,0.0002593042,0.1453472,0.0000854818,0.00002129554,0.00002709773,0.00002392336,0.0001073371,0.001906716],"genre_scores_gemma":[0.9862195,0.00007073254,0.01327061,0.00001087629,0.000003798754,0.00000749316,0.00001147263,0.000002674257,0.0004028803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004150279,"threshold_uncertainty_score":0.001428485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290761659949575,"score_gpt":0.2945411486926941,"score_spread":0.2716335320931983,"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."}}