{"id":"W7134993868","doi":"","title":"Resource Allocation Techniques for Integrated Sensing and Communication System in 6G and Beyond","year":2025,"lang":"en","type":"other","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Resource allocation; Key (lock); Communications system; Resource management (computing); Resource (disambiguation); Power (physics)","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":[0.0005012077,0.0005877948,0.0005418212,0.000321534,0.0004989338,0.000675574,0.000630799,0.000475931,0.004340626],"category_scores_gemma":[0.0008159804,0.000178931,0.0003210069,0.0004909765,0.0003439616,0.00103054,0.0008959899,0.0008321698,0.001108962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627508,"about_ca_system_score_gemma":0.0005366376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769687,"about_ca_topic_score_gemma":0.003596653,"domain_scores_codex":[0.9995988,0.0001248264,0.00001474907,0.00006797721,0.000119829,0.00007379919],"domain_scores_gemma":[0.9997248,0.0001070233,0.0000207025,0.00004409559,0.00008498587,0.00001837557],"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":[0.00044823,0.0001372642,0.001239504,0.0002934468,0.0001308376,0.0003090364,0.0002820667,0.156843,0.07952432,0.06003289,0.01943376,0.6813256],"study_design_scores_gemma":[0.00002173158,0.0002519872,0.001185186,0.00005952739,0.00005377585,0.0004253612,0.0001865775,0.9348147,0.01175928,0.03331654,0.01787987,0.00004543122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02133771,0.003132577,0.9597312,0.001036566,0.0003439381,0.00005109615,0.00009875988,0.0005576032,0.01371056],"genre_scores_gemma":[0.7149137,0.002989552,0.2607445,0.0005977888,0.0004565842,0.0001326943,0.000170137,0.0001068191,0.01988829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004340626,"threshold_uncertainty_score":0.01452082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251135655389535,"score_gpt":0.2089882835429095,"score_spread":0.1964769269890142,"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."}}