{"id":"W4392120469","doi":"10.1140/epjc/s10052-024-12598-9","title":"Effects of underlying topology on quantum state discrimination","year":2024,"lang":"en","type":"preprint","venue":"The European Physical Journal C","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Canadian Quantum Research Center; Perimeter Institute","funders":"","keywords":"Topology (electrical circuits); State (computer science); Quantum; Computer science; Physics; Mathematics; Quantum mechanics; Algorithm; Combinatorics","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":[0.001179642,0.0002465434,0.0005033718,0.0005189582,0.000943822,0.001976735,0.000802308,0.0009316541,0.003827722],"category_scores_gemma":[0.007117933,0.0002207652,0.0004264964,0.0003502325,0.003285843,0.003313736,0.002176644,0.001425113,0.0002166967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163028,"about_ca_system_score_gemma":0.0002104707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445467,"about_ca_topic_score_gemma":0.00008786697,"domain_scores_codex":[0.9987711,0.0004551724,0.00005796667,0.0002174249,0.0003403753,0.000157871],"domain_scores_gemma":[0.9946023,0.002323334,0.0006318188,0.001722355,0.0002782324,0.0004419589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005108372,0.0002447937,0.005155464,0.0001025924,0.00007164051,0.0005917496,0.0004551037,0.0678224,0.07635317,0.834236,0.0005081326,0.01394807],"study_design_scores_gemma":[0.00009412796,0.0004542875,0.007302583,0.00002676046,0.0000552211,0.0005957097,0.000305476,0.3498083,0.03549052,0.6035116,0.002220766,0.0001346876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473144,0.0000985391,0.04097508,0.0002865963,0.00006751258,0.00001778968,0.00003916528,0.0001119895,0.01108888],"genre_scores_gemma":[0.9976889,0.00001983868,0.002012395,0.00002435809,0.00001211485,0.000006418955,0.000008784839,0.00001645908,0.0002108066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003827722,"threshold_uncertainty_score":0.01280499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257211460217185,"score_gpt":0.2855687340427305,"score_spread":0.2629966194405586,"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."}}