{"id":"W2069661173","doi":"10.1103/physrevlett.111.130505","title":"Experimental Determination of Ramsey Numbers","year":2013,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"D-Wave Systems (Canada)","funders":"","keywords":"Computation; Ramsey's theorem; Adiabatic process; Order (exchange); Quantum computer; Adiabatic quantum computation; Qubit; Ramsey theory; Statistical physics; Quantum; Computer science; Physics; Quantum mechanics; Algorithm; Mathematics; Discrete mathematics","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":[0.0001408471,0.0001486087,0.0003287735,0.00002873092,0.00003174803,0.00004407037,0.0006931121,0.000008242814,0.00004571605],"category_scores_gemma":[0.00004536725,0.0001258289,0.0001815573,0.0002860527,0.00008571974,0.0004943485,0.0002576302,0.00009616203,0.0002142408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005913197,"about_ca_system_score_gemma":0.00001325615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004419299,"about_ca_topic_score_gemma":1.892371e-7,"domain_scores_codex":[0.9987067,0.0001210841,0.0002735028,0.0003419164,0.0003406511,0.0002161458],"domain_scores_gemma":[0.999031,0.0001492429,0.0001342234,0.0005385544,0.00006095054,0.00008600677],"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":[0.000002721618,0.001420911,0.0005201039,0.001625044,0.00004033295,0.00001104729,0.001645564,0.00007216486,0.3199909,0.009078199,0.01211146,0.6534815],"study_design_scores_gemma":[0.001719023,0.0008445952,0.02082946,0.002881862,0.000115791,0.00006960463,0.00005817818,0.7820736,0.1631109,0.01529992,0.01048291,0.002514141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5625049,0.003583017,0.4165573,0.0142388,0.0004839078,0.001505518,0.000001509788,0.0002358496,0.0008892118],"genre_scores_gemma":[0.9628005,0.00007330513,0.02969921,0.007220957,0.00009328521,0.00009736834,0.000001723863,0.000008644781,0.000004993628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7820014,"threshold_uncertainty_score":0.5131153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782741193160744,"score_gpt":0.2971551657201182,"score_spread":0.2793277537885108,"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."}}