{"id":"W2609887662","doi":"10.1090/crmm/013/09","title":"Quasicrystals, parametric density, and Wulff-shape","year":2000,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Quasicrystal; Parametric statistics; Materials science; Geometry; Mathematics; Statistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001702393,0.0006421181,0.0007414163,0.0003801562,0.000400188,0.0004789259,0.0003617569,0.0004931583,0.003996327],"category_scores_gemma":[0.00001712208,0.0005321021,0.0002273173,0.0001152137,0.0009209003,0.000346715,0.0002360229,0.0003413989,0.0001397662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002408555,"about_ca_system_score_gemma":0.00004197807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009997255,"about_ca_topic_score_gemma":0.00006112333,"domain_scores_codex":[0.9978632,0.00003649695,0.000492862,0.0007372239,0.0003985401,0.0004716401],"domain_scores_gemma":[0.9988341,0.00006464911,0.0002441049,0.0005608156,0.00008849818,0.0002077845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003257589,0.0001523603,0.001605466,0.002544014,0.000791295,0.0007623061,0.004563353,0.00004529723,0.0741418,0.6530366,0.01730817,0.2417917],"study_design_scores_gemma":[0.0003350072,0.0005872428,0.000769834,0.0002977143,0.0001979869,0.0002934489,0.0001226568,0.000009969076,0.008504687,0.3003948,0.6870053,0.001481287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5428984,0.03044962,0.00001582081,0.0002329943,0.001103826,0.0008066372,0.0003337084,0.0005319011,0.423627],"genre_scores_gemma":[0.8742599,0.01619539,0.001150591,0.0004872251,0.0006138565,0.0000356794,0.0001138522,0.000230454,0.106913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6696972,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431897683535597,"score_gpt":0.2017668973247466,"score_spread":0.1874479204893907,"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."}}