{"id":"W2134087214","doi":"10.2991/jnmp.2008.15.s1.1","title":"Nonlocal Extensions of Similarity Methods","year":2008,"lang":"en","type":"article","venue":"Journal of Nonlinear Mathematical Physics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Similarity (geometry); Algebra over a field; Pure mathematics; Artificial intelligence; Computer science","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":[0.001715834,0.000712282,0.001016455,0.00137206,0.0006765859,0.00137761,0.002212225,0.001227397,0.006082931],"category_scores_gemma":[0.004585663,0.0004035789,0.001626032,0.0009147535,0.001920458,0.004506993,0.005111495,0.002022942,0.001674297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006104017,"about_ca_system_score_gemma":0.0005856907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006145581,"about_ca_topic_score_gemma":0.0007450479,"domain_scores_codex":[0.9985777,0.0004712237,0.00007927458,0.0002361048,0.0005592665,0.00007646938],"domain_scores_gemma":[0.9975762,0.0007190432,0.0002716331,0.0007661105,0.000513909,0.0001531916],"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":[0.00005434825,0.0001568255,0.000841513,0.0003566358,0.00006738144,0.0002616353,0.0003881746,0.03588438,0.005707762,0.8462747,0.002409404,0.1075973],"study_design_scores_gemma":[0.00004330501,0.0001634827,0.0004989277,0.00007488451,0.00004033362,0.0004624993,0.0001184105,0.3836273,0.003605627,0.5820218,0.0292927,0.0000507795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01007406,0.001188728,0.9740613,0.0002678473,0.0001733999,0.00007473686,0.00004364604,0.0002792464,0.01383702],"genre_scores_gemma":[0.3406588,0.003149507,0.6104952,0.0006065494,0.0007631469,0.0003429874,0.0002736177,0.0007189683,0.04299118],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006082931,"threshold_uncertainty_score":0.02034938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981559710569465,"score_gpt":0.3598971742971858,"score_spread":0.3100815771914912,"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."}}