{"id":"W4213161738","doi":"10.1103/physrevlett.128.081602","title":"Does Complexity Equal Anything?","year":2022,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Simons Foundation","keywords":"Observable; Class (philosophy); Space (punctuation); Gravitation; Gravitational wave; Volume (thermodynamics); Spacetime; De Sitter universe","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":[0.0007108404,0.0002911954,0.0004263005,0.0008366442,0.00120195,0.002703055,0.000520518,0.0009643257,0.005252591],"category_scores_gemma":[0.004331782,0.0001508725,0.0002751374,0.0004725676,0.007787961,0.01195587,0.002095242,0.002048099,0.0004097188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000816374,"about_ca_system_score_gemma":0.0004228109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006038336,"about_ca_topic_score_gemma":0.0004643359,"domain_scores_codex":[0.9996101,0.00008580969,0.00001482182,0.00009634337,0.0001048784,0.00008812555],"domain_scores_gemma":[0.9977306,0.001060217,0.0003410695,0.0002750021,0.0002077617,0.0003853114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003432061,0.000006907989,0.000971607,0.00004751916,0.00001101215,0.00004451161,0.0002559703,0.0003169991,0.0005225094,0.9858415,0.001302249,0.0106449],"study_design_scores_gemma":[0.000004184188,0.00001586529,0.0007320582,0.000025815,0.000004528865,0.00005886754,0.000148599,0.0005247062,0.0001848819,0.9933724,0.004920505,0.000007613562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090934,0.02278197,0.05698273,0.0757907,0.002465699,0.0000354139,0.0004904337,0.0003128658,0.2320469],"genre_scores_gemma":[0.9913071,0.001606314,0.00149749,0.001299788,0.0007122383,0.00001421211,0.0000471083,0.00003577261,0.00347997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005252591,"threshold_uncertainty_score":0.01757169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909215623151181,"score_gpt":0.2859440208434212,"score_spread":0.2668518646119094,"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."}}