{"id":"W4390470454","doi":"10.61797/ijanca.v2i2.284","title":"Unveiling Advanced Computational Applications in Quantum Computing: A Comprehensive Review","year":2023,"lang":"en","type":"review","venue":"International Journal of Advanced Nano Computing and Analytics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"","keywords":"Quantum computer; Computer science; Field (mathematics); Quantum; Supercomputer; Computational science; Computer engineering; Management science; Physics; Engineering; Mathematics; Parallel computing; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008583115,0.0006527228,0.002302588,0.001297123,0.0001953693,0.0002520783,0.002305415,0.0001800222,0.000001517293],"category_scores_gemma":[0.0002574203,0.0005611793,0.0006923007,0.001720624,0.0001165398,0.0002641657,0.0008931358,0.001176754,0.00001397736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366534,"about_ca_system_score_gemma":0.0005479906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003966995,"about_ca_topic_score_gemma":7.596483e-7,"domain_scores_codex":[0.9949245,0.0002366595,0.00257319,0.0007491992,0.001018931,0.00049752],"domain_scores_gemma":[0.9933048,0.002218935,0.002753492,0.0004134719,0.001086487,0.000222767],"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":[0.00000386458,0.00009124828,0.000005253738,0.00470113,0.0002861814,0.0001529209,0.0001184421,0.1628972,7.146895e-7,0.00203492,0.0001067389,0.8296013],"study_design_scores_gemma":[0.000881892,0.0001509051,0.00003498476,0.09218249,0.0002154182,0.001033135,0.00007135708,0.451733,6.762313e-7,0.002772632,0.4501589,0.0007646563],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001310933,0.8075069,0.190478,0.0002922552,0.001012617,0.0004331086,0.00002003802,0.000108507,0.00001752688],"genre_scores_gemma":[0.0003152806,0.9274881,0.07138453,0.0002456374,0.0004293677,0.000004086853,0.00005316183,0.0000591045,0.00002074152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8288367,"threshold_uncertainty_score":0.999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510354820533123,"score_gpt":0.3706180703029953,"score_spread":0.335514522097664,"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."}}