{"id":"W4402776192","doi":"10.1109/ojcoms.2024.3461334","title":"When are Quantum Algorithms Applicable for Signal Decoding in Wireless Communication?","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of the Communications Society","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Canada Excellence Research Chairs, Government of Canada","keywords":"Decoding methods; Computer science; Wireless; Algorithm; SIGNAL (programming language); Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002447947,0.0001542004,0.0002999887,0.00007059581,0.0007212202,0.0009564445,0.01273792,0.0000788382,0.000003651692],"category_scores_gemma":[0.00003054718,0.0001117931,0.0003794501,0.0006518665,0.0001671205,0.0006098397,0.002325411,0.0008716519,0.000003829986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548757,"about_ca_system_score_gemma":0.0003114265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000798949,"about_ca_topic_score_gemma":0.0000520295,"domain_scores_codex":[0.9983379,0.0003372137,0.0006156317,0.0002073427,0.000249464,0.0002524399],"domain_scores_gemma":[0.9959958,0.001137002,0.0004262795,0.0021315,0.0002368405,0.00007261609],"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":[0.0000479178,0.001595791,0.001981901,0.0003981696,0.001073793,0.00001384623,0.05066402,0.04282629,0.004597765,0.2797348,0.1763666,0.4406991],"study_design_scores_gemma":[0.0003830734,0.00003526903,0.0002008405,0.0006474087,0.00001960559,0.00007518195,0.0004031279,0.937732,0.0003080324,0.04262425,0.01741954,0.0001516086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01574847,0.005132993,0.9196945,0.05739006,0.0007311303,0.0008834832,0.00002061627,0.00006867976,0.0003300494],"genre_scores_gemma":[0.6056744,0.0004164262,0.3931988,0.0004421767,0.00008409945,0.00003712075,0.000001685662,0.00002016053,0.0001250298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8949057,"threshold_uncertainty_score":0.9926037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618232938895371,"score_gpt":0.3244534723087414,"score_spread":0.2782711429197877,"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."}}