{"id":"W4313525934","doi":"10.1109/sec54971.2022.00058","title":"Milestones on the Quantum Utility Highway","year":2022,"lang":"en","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"D-Wave Systems (Canada)","funders":"","keywords":"Milestone; Context (archaeology); Computer science; Variety (cybernetics); Quantum; Metric (unit); Quantum computer; Set (abstract data type); Quantum annealing; Engineering; Artificial intelligence; Programming language; Physics; Quantum mechanics; Operations management; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0005204361,0.0001025471,0.00008687554,0.00004379007,0.0008277862,0.00008039572,0.00131158,0.0000122518,0.0002411979],"category_scores_gemma":[0.00002229947,0.00006023931,0.00007059325,0.0003524212,0.00003953915,0.00003767859,0.0007898959,0.0003118793,0.00004892892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001690867,"about_ca_system_score_gemma":0.00003806179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004718821,"about_ca_topic_score_gemma":0.000001707496,"domain_scores_codex":[0.9987618,0.0002024833,0.0001215621,0.0003235218,0.0003622391,0.0002284403],"domain_scores_gemma":[0.9988874,0.0003048492,0.00004085044,0.0007070113,0.0000165231,0.00004339627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005475588,0.0001306213,0.0000944704,0.000002538716,0.00001001195,0.00001983708,0.0007612479,0.00463459,0.00008935611,0.9228656,0.02333329,0.04805291],"study_design_scores_gemma":[0.00007406024,0.0001343316,0.002548099,0.000001989383,9.164466e-7,0.0000245075,0.00005820225,0.9087948,0.0002670423,0.02077274,0.06720831,0.0001150441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118692,0.00013263,0.2116506,0.05972398,0.002424149,0.0003304239,0.000009997358,0.001029723,0.01282928],"genre_scores_gemma":[0.9936851,7.462136e-7,0.002846652,0.00286906,0.00005918103,0.00001777287,7.666591e-7,0.000005248801,0.0005154706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041601,"threshold_uncertainty_score":0.6366746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893078200352066,"score_gpt":0.2276651855211969,"score_spread":0.2087344035176762,"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."}}