{"id":"W3086526884","doi":"10.1007/s00526-020-01832-3","title":"Standing waves of the quintic NLS equation on the tadpole graph","year":2020,"lang":"en","type":"article","venue":"BOA (University of Milano-Bicocca)","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Università degli Studi di Milano-Bicocca","keywords":"Algorithm; Vertex (graph theory); Physics; Artificial intelligence; Graph; Mathematics; Computer science; Combinatorics","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":[0.0007395934,0.001067793,0.001478179,0.00262448,0.001793422,0.00361451,0.002099246,0.002993757,0.0120325],"category_scores_gemma":[0.002227128,0.0006484054,0.001383509,0.001206292,0.003258653,0.003677425,0.002348536,0.003381133,0.001658488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203036,"about_ca_system_score_gemma":0.00137969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005043229,"about_ca_topic_score_gemma":0.003672259,"domain_scores_codex":[0.999494,0.0001473158,0.00002412628,0.00006813655,0.0001511087,0.0001153657],"domain_scores_gemma":[0.9991166,0.000199956,0.0001139813,0.00009086297,0.0001905296,0.0002880502],"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":[0.0000398277,0.00002210393,0.0001411103,0.00002820673,0.00001107885,0.0001218392,0.00008617596,0.00218709,0.001018691,0.9933013,0.001320306,0.001722241],"study_design_scores_gemma":[0.00004681583,0.00002297616,0.0003869931,0.00002225144,0.000008142559,0.0001541378,0.00007882873,0.04515665,0.0002479001,0.9525343,0.001307496,0.00003355433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5893132,0.002150605,0.1540854,0.009440145,0.001872984,0.000170293,0.0007672459,0.0006432697,0.2415569],"genre_scores_gemma":[0.8934511,0.000875574,0.01723762,0.001551221,0.001287255,0.000157229,0.0006295154,0.0005311899,0.0842793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120325,"threshold_uncertainty_score":0.04025275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138909113742525,"score_gpt":0.2496421800460061,"score_spread":0.1357512686717536,"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."}}