{"id":"W7117174147","doi":"","title":"El Agente Cuantico: Automating quantum simulations","year":2025,"lang":"","type":"article","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 Resources Canada; Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Alliance de recherche numérique du Canada; Novo Nordisk; Novo Nordisk Fonden; University of Toronto; Moderna; Canada First Research Excellence Fund; Government of Ontario","keywords":"Quantum computer; Quantum; Workflow; Software; Quantum system; Quantum algorithm; State space; Quantum state; Computational complexity theory","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":[0.001893524,0.0009114654,0.0006758045,0.0006065296,0.001007947,0.0024143,0.001917992,0.001147128,0.007201891],"category_scores_gemma":[0.006462467,0.0006545621,0.0008587349,0.0003267042,0.001285577,0.002478266,0.003546647,0.002293176,0.003172545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009766923,"about_ca_system_score_gemma":0.002006699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005621683,"about_ca_topic_score_gemma":0.005024839,"domain_scores_codex":[0.9987419,0.0004013354,0.00008364215,0.0002653672,0.0003779261,0.0001298197],"domain_scores_gemma":[0.9983335,0.0006574385,0.00008329987,0.0005088963,0.0002791568,0.0001376267],"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":[0.001368784,0.0007076692,0.006150208,0.000693722,0.0002591334,0.0008416072,0.002086917,0.1992561,0.04497153,0.3070894,0.0915768,0.3449981],"study_design_scores_gemma":[0.0001176012,0.00005687869,0.0003273548,0.00006367249,0.0000317191,0.0001074543,0.00006667382,0.8289988,0.02130212,0.05420889,0.09465731,0.00006149078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0135673,0.000178355,0.9059254,0.0005166384,0.000252461,0.0001875523,0.0002758918,0.06421919,0.0148773],"genre_scores_gemma":[0.2069333,0.0003487844,0.7697255,0.0006538218,0.0001074604,0.0004512616,0.0009588765,0.008829318,0.01199169],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007201891,"threshold_uncertainty_score":0.02409267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622323602528992,"score_gpt":0.2960281092797933,"score_spread":0.2698048732545034,"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."}}