{"id":"W4225347747","doi":"10.1088/1361-6544/acc508","title":"Approximate localised dihedral patterns near a turing instability","year":2023,"lang":"en","type":"article","venue":"Nonlinearity","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Engineering and Physical Sciences Research Council","keywords":"Dihedral angle; Ode; Lattice (music); Fourier transform; Ordinary differential equation; Invariant (physics); Mathematics; Instability; Partial differential equation; Turing; Mathematical analysis; Physics; Differential equation; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941569,0.0002605538,0.0002882105,0.0004581072,0.0003446069,0.0008417483,0.0006373234,0.000432347,0.0029881],"category_scores_gemma":[0.0009283459,0.0001977423,0.0002245011,0.0001558824,0.0008914011,0.0007277279,0.0008125389,0.000532135,0.0002968241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559994,"about_ca_system_score_gemma":0.0002376643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008473736,"about_ca_topic_score_gemma":0.0005497917,"domain_scores_codex":[0.9998949,0.0000211296,0.000005671799,0.00002465913,0.00003259361,0.0000210823],"domain_scores_gemma":[0.9997634,0.00005888526,0.00006316164,0.0000379425,0.00003447348,0.00004208404],"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":[0.0001886078,0.0001050786,0.003086146,0.000141164,0.00003602569,0.0007543543,0.0005147925,0.268893,0.1015128,0.6069613,0.001429411,0.01637737],"study_design_scores_gemma":[0.0000142085,0.00004520334,0.0008062106,0.000009461825,0.000004307711,0.0001794434,0.0001162985,0.9135047,0.006656067,0.07766501,0.0009833319,0.00001581808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7056112,0.0001697132,0.2735007,0.0002941251,0.0000511149,0.00004818429,0.00007562229,0.0003393953,0.01991001],"genre_scores_gemma":[0.9818467,0.00004538486,0.01479267,0.00003184043,0.000007527328,0.00002250046,0.00003112893,0.00003438602,0.003187834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0029881,"threshold_uncertainty_score":0.009996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175756181443687,"score_gpt":0.2590984601000444,"score_spread":0.2373408982856075,"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."}}