{"id":"W1988051785","doi":"10.1112/plms/pdu010","title":"Growth rate of cluster algebras","year":2014,"lang":"en","type":"article","venue":"Proceedings of the London Mathematical Society","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cluster (spacecraft); Growth rate; Computation; Cluster expansion; Algebra over a field","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":[],"consensus_categories":[],"category_scores_codex":[0.001299325,0.0002298334,0.0005601296,0.00002175156,0.00009435414,0.000021221,0.000749739,0.0001651262,0.00008155592],"category_scores_gemma":[0.003388401,0.0001495971,0.0004964155,0.0002922473,0.0004066803,0.0001617902,0.0004322097,0.0003004368,0.00001350601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004174421,"about_ca_system_score_gemma":0.00001455529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001099587,"about_ca_topic_score_gemma":1.696307e-7,"domain_scores_codex":[0.998284,0.00001621181,0.0007026182,0.0002542557,0.0004277657,0.0003151673],"domain_scores_gemma":[0.997647,0.0009787498,0.0006185233,0.0002827601,0.0003973147,0.00007563188],"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":[0.00001069718,0.000145881,0.0004484607,0.00182066,0.0000629394,1.61902e-8,0.0009522364,3.234132e-7,0.009418957,0.9825746,0.004468022,0.0000971528],"study_design_scores_gemma":[0.0004498871,0.00003926767,0.0001355974,0.0002177616,0.00007995226,0.000004257741,0.0001502397,0.0007229554,0.1152269,0.8826605,0.0001725425,0.0001400679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657167,0.00002249575,0.01644106,0.001949352,0.0001063096,0.0005925877,0.000004350412,0.0001048121,0.01506235],"genre_scores_gemma":[0.8351461,0.00001074878,0.1631448,0.0003780132,0.0001222096,0.00002950513,3.00914e-7,0.00005982913,0.001108489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467037,"threshold_uncertainty_score":0.6100394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019686789119845,"score_gpt":0.2738662353272407,"score_spread":0.2536693674360422,"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."}}