{"id":"W1993254312","doi":"10.1088/1742-6596/284/1/012032","title":"Some comments on pinwheel tilings and their diffraction","year":2011,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Diffraction; Symmetry (geometry); Physics; Quasicrystal; Substitution tiling; Autocorrelation; Point (geometry); Measure (data warehouse); Optics; Mathematics; Combinatorics; Condensed matter physics; Geometry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001104511,0.0001094855,0.0001836891,0.00002055382,0.0001002538,0.00008322947,0.0001316146,0.00003121323,0.0001180419],"category_scores_gemma":[0.00001403673,0.00006697707,0.0000397933,0.00002535057,0.0001278483,0.0007861043,0.00003900874,0.0001285585,0.000006613781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001283228,"about_ca_system_score_gemma":0.0000315519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366227,"about_ca_topic_score_gemma":0.000002829876,"domain_scores_codex":[0.9994432,0.00003765928,0.0001931212,0.00008189033,0.0001271122,0.0001169882],"domain_scores_gemma":[0.9994621,0.00002041605,0.0002533029,0.00008714727,0.0001218898,0.00005518445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004783552,0.00007861378,0.0002775075,0.0000361435,0.00002276494,0.000004464451,0.008596699,0.000003268109,0.9200178,0.03207001,0.0001460596,0.03826825],"study_design_scores_gemma":[0.0001847971,0.0006020947,0.003850074,0.0000677909,0.000008715557,0.00002461595,0.001343844,0.000008400952,0.8814958,0.1114916,0.0008271892,0.00009509806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983597,0.0001157274,0.0003948001,0.0001825525,0.0004057108,0.0000378328,0.000007675588,0.000008804603,0.0004872194],"genre_scores_gemma":[0.9990897,0.0001678822,0.0002612092,0.0001802496,0.0002384946,7.869742e-7,4.527792e-7,0.000006775479,0.00005448912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07942162,"threshold_uncertainty_score":0.2731245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508805969319014,"score_gpt":0.2323338316495098,"score_spread":0.1872457719563196,"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."}}