{"id":"W2018937219","doi":"10.1155/2013/178736","title":"Advances in Lie Groups and Applications in Applied Sciences","year":2013,"lang":"en","type":"article","venue":"Abstract and Applied Analysis","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"China; Mathematics; Engineering; Mathematics education; Library science; Management; Civil engineering; Geography; Computer science; Archaeology","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":[0.00142725,0.0006630591,0.0006431675,0.003105053,0.000832106,0.002519894,0.0006305661,0.000982877,0.02259136],"category_scores_gemma":[0.002899931,0.0002293663,0.0006588117,0.002895666,0.001884307,0.003493732,0.001946162,0.002162324,0.006478649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008851645,"about_ca_system_score_gemma":0.0007089113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008553324,"about_ca_topic_score_gemma":0.000708291,"domain_scores_codex":[0.9994288,0.0002569979,0.00003303182,0.00008101319,0.0001607398,0.0000394277],"domain_scores_gemma":[0.9988827,0.0005604543,0.00007845434,0.0001645223,0.0002092002,0.0001046567],"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":[0.00001460717,0.00001486056,0.0002225782,0.0002090779,0.00001378057,0.00005905796,0.0001943355,0.0008787764,0.0004001934,0.9320409,0.01279402,0.05315771],"study_design_scores_gemma":[0.000008066724,0.00001777884,0.0004299578,0.00008983214,0.000005524333,0.0001385911,0.00008722861,0.006204116,0.0002565959,0.9212863,0.07146484,0.00001107445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03313858,0.1225964,0.2350854,0.02172951,0.005534395,0.0001092735,0.0008750298,0.001140736,0.5797907],"genre_scores_gemma":[0.5160791,0.1179426,0.1963131,0.001979782,0.01191926,0.0003269351,0.001406582,0.0006043042,0.1534283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02259136,"threshold_uncertainty_score":0.07557559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006330992082172535,"score_gpt":0.252938569179265,"score_spread":0.2466075770970925,"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."}}