{"id":"W2776185042","doi":"10.4171/ggd/524","title":"Panel collapse and its applications","year":2019,"lang":"en","type":"article","venue":"Groups Geometry and Dynamics","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Engineering and Physical Sciences Research Council","keywords":"Hyperplane; Cube (algebra); Rigidity (electromagnetism); Subspace topology; Group (periodic table)","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":[0.0009840262,0.0008502974,0.0005617794,0.001554865,0.002237831,0.001122774,0.001744005,0.00127737,0.0199984],"category_scores_gemma":[0.003664102,0.0006922636,0.001263644,0.001399626,0.002531435,0.002893693,0.006742872,0.00355311,0.004678337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009465935,"about_ca_system_score_gemma":0.0005466088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692656,"about_ca_topic_score_gemma":0.001320134,"domain_scores_codex":[0.9984541,0.0003540603,0.0000591991,0.0003484295,0.0006086747,0.0001755673],"domain_scores_gemma":[0.9982575,0.0005065139,0.0001000597,0.0006867085,0.0002783939,0.0001708912],"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":[0.00006426565,0.00005741188,0.0007511162,0.0001854748,0.00002651471,0.0003149897,0.0004877051,0.008768635,0.00590441,0.8948905,0.0091077,0.07944133],"study_design_scores_gemma":[0.00002062303,0.0001155915,0.0008175801,0.0001131115,0.00002535719,0.0009407831,0.0002382834,0.06318324,0.008752674,0.804655,0.1210542,0.00008344041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02570918,0.001751526,0.8429008,0.001045884,0.0004443361,0.0001424432,0.0003231905,0.00278438,0.1248982],"genre_scores_gemma":[0.5844164,0.002303203,0.3628844,0.001613617,0.0006337378,0.0004284781,0.001391971,0.001463975,0.04486425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0199984,"threshold_uncertainty_score":0.06690133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009524749935094601,"score_gpt":0.2056417244225084,"score_spread":0.1961169744874138,"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."}}