{"id":"W4402401721","doi":"10.1109/tnano.2024.3457533","title":"A Review of Ising Machines Implemented in Conventional and Emerging Technologies","year":2024,"lang":"en","type":"review","venue":"IEEE Transactions on Nanotechnology","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ising model; Computer science; Statistical physics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390881,0.001063834,0.0010111,0.002751247,0.0004133772,0.0009822283,0.00105865,0.001183994,0.003880825],"category_scores_gemma":[0.0008934669,0.0005330088,0.0005367369,0.003534926,0.0005420796,0.002141098,0.0005904355,0.001493231,0.002370203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007060883,"about_ca_system_score_gemma":0.001155874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177572,"about_ca_topic_score_gemma":0.001418302,"domain_scores_codex":[0.9997104,0.0000441821,0.00004117556,0.00005597564,0.0001213747,0.00002684929],"domain_scores_gemma":[0.9996432,0.0001815375,0.00004129107,0.00001655583,0.00009852757,0.000018868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000564451,0.0001064354,0.0002380828,0.02672387,0.00007831589,0.0002464656,0.0001258442,0.001733994,0.002973802,0.03503826,0.04125794,0.8914205],"study_design_scores_gemma":[0.000005772585,0.00008590204,0.0004039955,0.003063736,0.00004803618,0.0006510685,0.00003612128,0.0003277791,0.0007500785,0.00476695,0.989838,0.00002246462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002295338,0.9944662,0.000888278,0.0002395426,0.0003194369,0.000008669606,0.00002545873,0.00001693762,0.003805935],"genre_scores_gemma":[0.001429208,0.995671,0.0009672883,0.0002211558,0.0002920222,0.00001430292,0.00004138115,0.000004963558,0.001358642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003880825,"threshold_uncertainty_score":0.01298267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323785182795081,"score_gpt":0.3483767121617956,"score_spread":0.3151388603338448,"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."}}