{"id":"W4312117125","doi":"10.3390/sym15010031","title":"Circuit Complexity in Z2 EEFT","year":2022,"lang":"en","type":"article","venue":"Symmetry","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Dhaka; Delhi Technological University; Indian Institute of Technology Jodhpur; Jadavpur University","keywords":"Computation; Unitary state; Gaussian; Unitary transformation; Lattice (music); Computational complexity theory; Scalar (mathematics); Field (mathematics); State (computer science); Order (exchange); Geodesic; Physics; Discrete mathematics; Mathematics; Statistical physics; Pure mathematics; Algorithm; Quantum mechanics; Mathematical analysis; Quantum","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001245158,0.00007898544,0.000127107,0.00003725572,0.0001138352,0.00001462244,0.000168432,0.000009940645,0.002788293],"category_scores_gemma":[0.000001513388,0.00008401195,0.00006895639,0.0002672128,0.00006464428,0.00003356586,0.0001713982,0.0002838469,0.00007908622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003014463,"about_ca_system_score_gemma":0.00002109977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626985,"about_ca_topic_score_gemma":0.000001406416,"domain_scores_codex":[0.9993118,0.00005855872,0.000121806,0.000162022,0.0001386097,0.0002072168],"domain_scores_gemma":[0.9996945,0.00003481485,0.00003060316,0.0001845685,0.000008825349,0.00004670428],"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":[0.000004051818,0.0001545778,0.02410922,0.000002970871,0.000009755317,0.000001533407,0.0000763123,0.00001700727,0.00002114985,0.9706432,0.0004304057,0.004529818],"study_design_scores_gemma":[0.0002733484,0.0000219071,0.007348952,0.000002245492,0.000004208301,3.198113e-7,0.0004635786,0.0001408602,0.0001201721,0.9882302,0.003285472,0.0001087178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6662855,0.00002373237,0.001487402,0.0001902381,0.0001883873,0.0001076634,0.00008644022,0.00002349377,0.3316071],"genre_scores_gemma":[0.9993711,1.146088e-7,0.0000378831,0.000147463,0.0001354765,0.00001719046,0.00003976405,0.00001229225,0.0002387605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3330856,"threshold_uncertainty_score":0.9981233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555130299218579,"score_gpt":0.2524809876251692,"score_spread":0.2269296846329835,"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."}}