{"id":"W4414971955","doi":"10.21203/rs.3.rs-7116032/v1","title":"Programmable photonic quantum walks on lattices with cyclic, toroidal, and cylindrical topology","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Mitacs; Canada Research Chairs","keywords":"Quantum walk; Quantum; Bounded function; Lattice (music); Hilbert space; Unitary state; Topology (electrical circuits); Periodic boundary conditions; Invariant (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000548866,0.0003674593,0.000528298,0.0004413916,0.0001553037,0.0002157589,0.0006341137,0.0008639607,0.00005409611],"category_scores_gemma":[0.0002664707,0.0002994381,0.00007009337,0.0004845402,0.0005824969,0.00005624718,0.001189405,0.003442539,0.00004445233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884373,"about_ca_system_score_gemma":0.0001341765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252439,"about_ca_topic_score_gemma":0.0001888658,"domain_scores_codex":[0.9971488,0.0001446403,0.0002754005,0.0007127175,0.000617512,0.001101005],"domain_scores_gemma":[0.9979271,0.0007818597,0.0000290332,0.0009248113,0.0001707969,0.0001663464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001701012,0.001740978,0.01950715,0.03115826,0.002506691,0.001746605,0.001464673,0.1079738,0.0007878634,0.4466201,0.02346578,0.361327],"study_design_scores_gemma":[0.003010715,0.00725913,0.01092628,0.009352649,0.0002094267,0.00006440547,0.002862979,0.7544836,0.006831836,0.0699536,0.1315497,0.003495774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567912,0.006978392,0.0002604349,0.002194016,0.0003992162,0.002450214,0.00007037951,0.002449919,0.02840625],"genre_scores_gemma":[0.9905674,0.003498813,0.004528114,0.00001688817,0.0001238219,0.0006726783,0.00003363215,0.00006245681,0.0004961807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465097,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759178378262844,"score_gpt":0.3506038573858983,"score_spread":0.3130120736032698,"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."}}