{"id":"W4285465172","doi":"10.32920/ryerson.14638437","title":"Symmetry Adapted Assur Decompositions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rigidity (electromagnetism); Symmetry (geometry); Matrix (chemical analysis); Mathematics; Symmetric matrix; Pure mathematics; Computer science; Theoretical physics; Algebra over a field; Physics; Geometry; Engineering; Structural engineering; Materials science; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008285235,0.001113631,0.0004772916,0.002038701,0.0007069993,0.001157031,0.0006626311,0.0007237852,0.01263336],"category_scores_gemma":[0.001608566,0.0002795226,0.0009460206,0.0005928382,0.00167684,0.001852157,0.00149791,0.00134084,0.002187852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006158295,"about_ca_system_score_gemma":0.0004262934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000847058,"about_ca_topic_score_gemma":0.0008558689,"domain_scores_codex":[0.9992095,0.0002191645,0.00003231841,0.0001419468,0.0002678418,0.0001291362],"domain_scores_gemma":[0.9993697,0.0001363914,0.0001026053,0.0001116285,0.0001831207,0.00009661201],"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":[0.00001293004,0.000008094868,0.00009125089,0.00002353973,0.000006338333,0.00004053499,0.00006944558,0.007368158,0.001796741,0.9812545,0.001096639,0.008231816],"study_design_scores_gemma":[0.000005793544,0.00002508729,0.0001404337,0.00001525639,0.000004857335,0.00006930815,0.00006990052,0.05752888,0.001107893,0.9327953,0.008224379,0.00001283291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07454342,0.0006951806,0.8473324,0.0003361914,0.000238946,0.0001026372,0.0004285513,0.000373014,0.07594952],"genre_scores_gemma":[0.7895653,0.001556558,0.1606252,0.0005864943,0.0003854407,0.0002508749,0.0008900318,0.0007897286,0.04535028],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01263336,"threshold_uncertainty_score":0.04226279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009398336357399529,"score_gpt":0.2120871943188939,"score_spread":0.2026888579614944,"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."}}