{"id":"W2026653534","doi":"10.1103/physrevlett.109.164501","title":"Alternating Hexagonal and Striped Patterns in Faraday Surface Waves","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Hexagonal crystal system; Alternation (linguistics); Faraday cage; Homogeneous space; Fourier transform; Physics; Spectral line; Optics; Condensed matter physics; Faraday effect; Computational physics; Geometry; Magnetic field; Mathematics; Crystallography; Quantum mechanics; Chemistry","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":[0.0002557401,0.00010702,0.0001790621,0.0000225444,0.00002844302,0.00004771624,0.0002281459,0.000005783449,0.0000031875],"category_scores_gemma":[0.00001208773,0.00009006709,0.00004544132,0.0001218041,0.0000128363,0.0005625911,0.0001166606,0.0001280387,0.00002215848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002366386,"about_ca_system_score_gemma":0.000005044848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003229891,"about_ca_topic_score_gemma":0.000002644258,"domain_scores_codex":[0.99917,0.00007205153,0.0001789134,0.0001522241,0.0001818744,0.0002449204],"domain_scores_gemma":[0.9995819,0.00007572033,0.00007773026,0.0001798918,0.000009613319,0.00007518232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007197298,0.0007781147,0.530136,0.004493922,0.00008185989,0.00002995149,0.005667596,0.0007252523,0.0211342,0.02637729,0.0007699803,0.4097987],"study_design_scores_gemma":[0.0005707322,0.00004825035,0.229394,0.002264977,0.00002364297,0.00002937832,0.00001439154,0.7626628,0.0004974114,0.000323304,0.003469297,0.0007018365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961181,0.001431555,0.03369104,0.003398017,0.0001077599,0.0001278501,0.000004242738,0.00002128438,0.00003724489],"genre_scores_gemma":[0.990173,0.0006838817,0.002074418,0.0069295,0.0001191859,0.000004146379,0.000007747599,0.000005764986,0.000002369997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7619376,"threshold_uncertainty_score":0.367283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861260071910676,"score_gpt":0.2866781014030893,"score_spread":0.2680655006839825,"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."}}