{"id":"W4416761877","doi":"10.21468/scipostphyscodeb.1-r2.4","title":"Codebase release 2.4 for ALF (Algorithms for Lattice Fermions)","year":2025,"lang":"en","type":"article","venue":"SciPost Physics Codebases","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Fermion; Lattice (music); Lattice gauge theory; Lattice field theory; Coulomb; Square lattice; Quantum field theory; Monte Carlo method; Codebase","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":[],"consensus_categories":[],"category_scores_codex":[0.0001361142,0.0002416971,0.000282235,0.00006635499,0.0005208746,0.0001278712,0.0002203893,0.00003975899,0.00007200755],"category_scores_gemma":[0.00004635536,0.0002425022,0.0003235372,0.0002841389,0.00008391406,0.0002537064,0.00004305359,0.000126208,0.00003073937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578551,"about_ca_system_score_gemma":0.0002042825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001688309,"about_ca_topic_score_gemma":0.00002702486,"domain_scores_codex":[0.9986829,0.00003215457,0.0003273526,0.0004180578,0.0001146285,0.0004248813],"domain_scores_gemma":[0.9981014,0.0009111374,0.0001197375,0.0004091176,0.0003444629,0.0001142129],"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":[0.0002580677,0.001099048,0.001150464,0.0001252261,0.000335791,0.00000104156,0.0001454436,0.001946327,0.004024962,0.9350671,0.01563832,0.04020827],"study_design_scores_gemma":[0.002574431,0.0002026587,0.0002280986,0.0001931166,0.0003157489,6.258556e-7,0.0003715679,0.6428796,0.02909715,0.2646872,0.05887049,0.0005793503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1222019,0.00009067961,0.8629043,0.00228049,0.001207878,0.001584881,0.003400627,0.0001459137,0.006183316],"genre_scores_gemma":[0.9891723,0.000002149037,0.005769821,0.000410658,0.0005562074,0.000762736,0.0005961949,0.00004421247,0.002685689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8669704,"threshold_uncertainty_score":0.9888953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917795085411995,"score_gpt":0.3456974794328362,"score_spread":0.3165195285787163,"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."}}