{"id":"W2752653378","doi":"10.3390/sym9090188","title":"On the Form and Growth of Complex Crystals: The Case of Tsai-Type Clusters","year":2017,"lang":"en","type":"article","venue":"Symmetry","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quasicrystal; Type (biology); Crystal (programming language); Quarter (Canadian coin); Unit (ring theory); Class (philosophy); Crystallography; Physics; Materials science; Theoretical physics; Condensed matter physics; Mathematics; Chemistry; Computer science; History; Geology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042717,0.0001947591,0.0003028515,0.0003834513,0.0009591765,0.001386637,0.000686862,0.0011115,0.001625674],"category_scores_gemma":[0.0008378549,0.0002303487,0.000310111,0.0003405748,0.00203235,0.001867959,0.0007661405,0.0007209569,0.0003199512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107681,"about_ca_system_score_gemma":0.0004664862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024191,"about_ca_topic_score_gemma":0.00221553,"domain_scores_codex":[0.9998387,0.00003108784,0.000009042609,0.00003745853,0.00005433405,0.00002935634],"domain_scores_gemma":[0.9997986,0.00007038923,0.00003154255,0.00004761624,0.00002889305,0.00002303784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009731543,0.000005942089,0.0003326766,0.00004905735,0.000002848792,0.0001767665,0.0002790941,0.004023613,0.004290947,0.9876546,0.0008454546,0.002329287],"study_design_scores_gemma":[0.00002559894,0.00005022048,0.001101186,0.00005207905,0.000009011114,0.0008443595,0.0005300419,0.08110169,0.007120189,0.884123,0.02499871,0.00004401917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7194256,0.01350191,0.09918845,0.008487678,0.0003570274,0.00008641424,0.0003237712,0.0001435837,0.1584856],"genre_scores_gemma":[0.9518688,0.004939605,0.03071957,0.0002873196,0.0001414573,0.00006799675,0.000128954,0.00007063238,0.01177576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002024191,"threshold_uncertainty_score":0.005882621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473428135783489,"score_gpt":0.2700595322929591,"score_spread":0.2353252509351242,"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."}}