{"id":"W4402203289","doi":"10.3389/fcomp.2024.1481330","title":"Editorial: Experience with quantum annealing computation","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Computer Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"D-Wave Systems (Canada)","funders":"","keywords":"Quantum annealing; Computation; Annealing (glass); Quantum computer; Quantum; Computer science; Materials science; Physics; Quantum mechanics; Algorithm; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"editorial/commentary","about_ca":false,"confidence":"medium","reason":"No abstract; editorial introducing a research-topic collection on quantum annealing, i.e. commentary about a domain literature rather than about research practice."},"gpt":{"tier":"OUT","genre":"editorial/commentary","about_ca":false,"confidence":"high","reason":"The editorial concerns quantum annealing computation as a scientific topic, not research practice."},"grok":{"tier":"OUT","genre":"editorial/commentary","about_ca":false,"confidence":"medium","reason":"Editorial on quantum annealing computation experience; domain computing topic, not research systems (no abstract)."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01012286,0.003993088,0.004455825,0.004578682,0.005568372,0.01017645,0.004774194,0.02256431,0.02027843],"category_scores_gemma":[0.03839719,0.001520595,0.003296368,0.002273595,0.003839418,0.005433624,0.002799847,0.02036136,0.01021319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005164834,"about_ca_system_score_gemma":0.003778302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024656,"about_ca_topic_score_gemma":0.006840745,"domain_scores_codex":[0.9904868,0.001908426,0.0008894772,0.001037279,0.005029489,0.0006485504],"domain_scores_gemma":[0.9724932,0.01248268,0.001292472,0.0007934869,0.009219188,0.003718851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002751968,0.000008268526,0.000009115447,0.0001238354,0.0000164336,0.00006236933,0.000007571579,0.00003927902,0.00003282977,0.0003863524,0.9962422,0.003044135],"study_design_scores_gemma":[0.00007663965,0.0000235849,0.0001374554,0.000258703,0.00004742255,0.0001656445,0.00002287321,0.0002789093,0.0001248498,0.00222604,0.996617,0.00002089126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002461591,0.005207687,0.0001453264,0.02583854,0.9672521,0.00001117657,0.00002221601,0.00002939586,0.001468945],"genre_scores_gemma":[0.000464954,0.002590205,0.000105724,0.01287387,0.9757476,0.00001654573,0.0000169405,0.00004617182,0.008137846],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02256431,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005540109103368078,"score_gpt":0.2489387784123371,"score_spread":0.243398669308969,"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."}}