{"id":"W4416893825","doi":"10.48550/arxiv.2504.19185","title":"Quantum computation with the eigenstate thermalization hypothesis instead of wavefunction preparation","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Eigenvalues and eigenvectors; Operator (biology); Quantum; Superposition principle; Wave function; Boundary value problem; Quantum algorithm; Quantum system; Quantum entanglement","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009888196,0.0003606153,0.0004648988,0.0003258164,0.000521565,0.001509005,0.001232007,0.0005749958,0.004164433],"category_scores_gemma":[0.002802174,0.0003273935,0.0004970557,0.0006386589,0.001975376,0.003903483,0.001387668,0.001496689,0.0007343765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005019064,"about_ca_system_score_gemma":0.0009670233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005132983,"about_ca_topic_score_gemma":0.0005607065,"domain_scores_codex":[0.9994652,0.000176756,0.00002771978,0.000121001,0.0001112513,0.0000980687],"domain_scores_gemma":[0.999047,0.0004185397,0.00004309178,0.0003519315,0.0001024977,0.0000368638],"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":[0.0003592075,0.0000865515,0.0005372304,0.00007526785,0.00003220731,0.00008246383,0.0001747403,0.0677048,0.0148121,0.851299,0.002108507,0.06272782],"study_design_scores_gemma":[0.00003280141,0.00007068428,0.0001238857,0.000008870094,0.00001240689,0.00005678655,0.00003368325,0.5876835,0.02244359,0.3873192,0.002193112,0.00002144577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08861044,0.0001315502,0.9009385,0.0006594188,0.00008110583,0.0000578892,0.00005394287,0.001246855,0.008220358],"genre_scores_gemma":[0.8111581,0.0001418229,0.1833556,0.0002062368,0.00006969037,0.0001017119,0.0001097654,0.0002504229,0.004606628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004164433,"threshold_uncertainty_score":0.01393139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784490299025542,"score_gpt":0.2543112632461857,"score_spread":0.2264663602559303,"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."}}