{"id":"W2404814723","doi":"10.7282/t31g0pdw","title":"The Minimum Oracle Circuit Size Problem","year":2015,"lang":"en","type":"article","venue":"View","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Oracle; Circuit complexity; Complexity class; Kolmogorov complexity; Bounded function; Variety (cybernetics); Discrete mathematics; Function (biology); Computer science; Mathematics; Computational complexity theory; Random oracle; Combinatorics; Time complexity; Algorithm; Electronic circuit; Statistics; Physics","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":[0.001212823,0.0001406367,0.000178761,0.00001945961,0.000166604,0.0003115544,0.0016275,0.00004422045,0.00001484283],"category_scores_gemma":[0.0002936196,0.00009248959,0.00007344651,0.0005192876,0.00008325969,0.0002564309,0.000631468,0.0001348303,0.0005020262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008035525,"about_ca_system_score_gemma":0.0002020189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855738,"about_ca_topic_score_gemma":0.00001992315,"domain_scores_codex":[0.9983804,0.000174002,0.0002703739,0.00040515,0.0004024415,0.0003676332],"domain_scores_gemma":[0.9980172,0.000486675,0.00008368611,0.001045383,0.0001837098,0.0001833719],"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":[0.000002019893,0.0001100182,0.0002290219,0.00003176182,0.00001430405,0.00001692974,0.001004911,0.00004016934,0.00003759708,0.03461946,0.008574115,0.9553197],"study_design_scores_gemma":[0.0005226943,0.000217749,0.002193348,0.00004184257,0.00001041811,0.00007187567,0.00006118595,0.02340961,0.0001762483,0.2560902,0.7167946,0.0004102272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01436014,0.02624195,0.8225085,0.04072619,0.006051706,0.002846585,0.00000698015,0.00227367,0.0849843],"genre_scores_gemma":[0.7911516,0.0003813942,0.198215,0.00338697,0.0008913322,0.0002383136,0.000002111762,0.00006353181,0.005669639],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9549094,"threshold_uncertainty_score":0.6452699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932354875620516,"score_gpt":0.2639180444509788,"score_spread":0.2145944956947736,"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."}}