{"id":"W4391680937","doi":"10.1088/1361-6544/ad2221","title":"Dihedral rings of patterns emerging from a Turing bifurcation","year":2024,"lang":"en","type":"article","venue":"Nonlinearity","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Bifurcation; Turing; Dihedral angle; Nonlinear system; 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":[0.0001861295,0.0001845696,0.0002628666,0.0004190129,0.0004734522,0.0008597194,0.0004276667,0.0004112555,0.002392171],"category_scores_gemma":[0.0009579044,0.0002097883,0.0001830141,0.000178743,0.0008506593,0.0005705998,0.0009968788,0.0003815094,0.0004034762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219478,"about_ca_system_score_gemma":0.0001556939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429095,"about_ca_topic_score_gemma":0.0001884717,"domain_scores_codex":[0.9998853,0.00002418305,0.000008545177,0.0000270327,0.00002831117,0.00002653361],"domain_scores_gemma":[0.9994766,0.0001173168,0.0001432848,0.00008379082,0.00005816505,0.0001207791],"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":[0.0006258796,0.0001516193,0.01109883,0.0002742053,0.00007948642,0.002387899,0.001490891,0.1455535,0.3958243,0.4085973,0.002307939,0.03160819],"study_design_scores_gemma":[0.0001616838,0.0004079227,0.009930925,0.00005941693,0.00003842067,0.001982208,0.0006741234,0.7493412,0.08104935,0.1471792,0.009074382,0.0001010527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293005,0.000182577,0.05439549,0.0001966308,0.00003896048,0.00004318537,0.00005815801,0.0001524517,0.015632],"genre_scores_gemma":[0.9917195,0.00003270786,0.006215053,0.00002392812,0.000005654697,0.00001613545,0.00002472977,0.00001119436,0.001951165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392171,"threshold_uncertainty_score":0.008002639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101664501020823,"score_gpt":0.2540118757698777,"score_spread":0.2438454256677954,"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."}}