{"id":"W1965268134","doi":"10.1142/s0129055x03001771","title":"SINGLE SCALE ANALYSIS OF MANY FERMION SYSTEMS PART 1: INSULATORS","year":2003,"lang":"en","type":"review","venue":"Reviews in Mathematical Physics","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fermion; Physics; Renormalization group; Scale (ratio); Functional renormalization group; Renormalization; Fermi gas; Fermi Gamma-ray Space Telescope; Zero (linguistics); Theoretical physics; Statistical physics; Quantum mechanics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005548129,0.0005767426,0.004992148,0.0001667408,0.00003988092,0.0000475969,0.000388074,0.0001374771,0.000201448],"category_scores_gemma":[0.00002201511,0.0004275228,0.001874342,0.002211096,0.0001487971,0.00008568594,0.00009791212,0.0003930018,0.0002277213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007971527,"about_ca_system_score_gemma":0.0000708911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003361131,"about_ca_topic_score_gemma":7.365971e-8,"domain_scores_codex":[0.9962183,0.0005437791,0.002023019,0.0004852766,0.0003783475,0.000351297],"domain_scores_gemma":[0.9975954,0.0005282158,0.0009877313,0.0006891112,0.00007577946,0.0001237534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.793299e-7,0.0005963913,0.000006149961,0.009830404,0.00047618,3.566245e-7,0.00002358795,0.0001098233,1.562677e-7,0.6506854,0.00003881124,0.3382322],"study_design_scores_gemma":[0.0001118747,0.00003313429,0.000001035088,0.01980508,0.007771777,7.64825e-7,0.00002003375,0.00174888,0.000001995646,0.4757321,0.4940793,0.000693986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003269044,0.9560931,0.03175284,0.000001746421,0.0001440573,0.001197935,0.0001221254,0.00001768926,0.01063783],"genre_scores_gemma":[0.00111919,0.9961193,0.001007712,0.00001287093,0.0004438985,0.0003705651,0.0005242686,0.00009887092,0.0003032763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4940405,"threshold_uncertainty_score":0.9998177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05882772497328809,"score_gpt":0.3265402419824839,"score_spread":0.2677125170091958,"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."}}