{"id":"W2070156745","doi":"10.1007/s10714-014-1682-6","title":"Analytic approximations, perturbation theory, effective field theory methods and their applications","year":2014,"lang":"en","type":"article","venue":"General Relativity and Gravitation","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Physics; Einstein; Perturbation theory (quantum mechanics); Session (web analytics); Applied mathematics; Theoretical physics; Mathematical physics; Classical mechanics; Quantum mechanics; Mathematics; 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":[0.0020682,0.001357319,0.001266695,0.003450787,0.0009055897,0.001988622,0.00166861,0.001748477,0.002921499],"category_scores_gemma":[0.00836855,0.000495124,0.0007823198,0.002602502,0.003500724,0.003502338,0.001865775,0.003422284,0.001215541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041938,"about_ca_system_score_gemma":0.0007788605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653531,"about_ca_topic_score_gemma":0.000885707,"domain_scores_codex":[0.9990606,0.0005440894,0.00003436911,0.00007470474,0.0002399452,0.00004625787],"domain_scores_gemma":[0.9975021,0.001610336,0.0001860292,0.0002521805,0.0003376141,0.0001117881],"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":[0.00001365061,0.00002657818,0.0001201992,0.000127167,0.00002020616,0.00004013481,0.0001129703,0.01609486,0.0004821992,0.9608377,0.002807063,0.01931735],"study_design_scores_gemma":[0.000004015699,0.000007683889,0.00005559835,0.00003056552,0.000006445393,0.00004814918,0.00003066105,0.07700024,0.0001932044,0.9164007,0.006211241,0.00001148925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008551473,0.01628029,0.9433794,0.001877558,0.0008118675,0.00003121553,0.00009278496,0.000303267,0.02867221],"genre_scores_gemma":[0.4438748,0.03425319,0.4621824,0.0009621849,0.003950926,0.0003047619,0.000480743,0.0008111544,0.05317999],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003450787,"threshold_uncertainty_score":0.01093787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147396037566278,"score_gpt":0.2629756500041183,"score_spread":0.2515016896284555,"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."}}