{"id":"W4310081354","doi":"10.1007/s00220-022-04564-x","title":"Classifying Minimum Energy States for Interacting Particles: Regular Simplices","year":2022,"lang":"en","type":"article","venue":"Communications in Mathematical Physics","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Physics; Simplex; Combinatorics; BETA (programming language); Limit (mathematics); Energy (signal processing); Space (punctuation); Exponent; Alpha (finance); Mathematical physics; Mathematics; Quantum mechanics; Mathematical analysis","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":[0.001213842,0.0005175528,0.0008501597,0.002769685,0.001926399,0.006259762,0.001488494,0.003126484,0.004729026],"category_scores_gemma":[0.004901441,0.0005996078,0.0008378333,0.0009538203,0.003341914,0.004599785,0.002668732,0.002347816,0.0005031473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254844,"about_ca_system_score_gemma":0.0004230493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006040584,"about_ca_topic_score_gemma":0.000720734,"domain_scores_codex":[0.9992936,0.0001659639,0.00005635469,0.0001306002,0.0002047283,0.0001487207],"domain_scores_gemma":[0.9969253,0.001290877,0.0004932589,0.0004137506,0.0003124721,0.0005643227],"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":[0.00002381404,0.00003183213,0.0007689348,0.00002732736,0.000007296918,0.00004192204,0.0002154282,0.002763698,0.0008890491,0.9917107,0.0008099409,0.00271006],"study_design_scores_gemma":[0.000007010302,0.000007851286,0.0003061178,0.00001397813,0.00000314746,0.00004407607,0.000140719,0.0282903,0.0002675164,0.9703024,0.000608555,0.000008238158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104845,0.0005012878,0.1540511,0.002234213,0.0002302145,0.00007049109,0.0002986903,0.0001898966,0.0319396],"genre_scores_gemma":[0.9678422,0.000256165,0.02535116,0.0002601149,0.0002159351,0.00006978141,0.0004965744,0.000114787,0.005393262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006259762,"threshold_uncertainty_score":0.01582021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512685565182464,"score_gpt":0.3926789914676372,"score_spread":0.2414104349493908,"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."}}