{"id":"W4384028163","doi":"10.1017/9781009401968.005","title":"Renormalization","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Renormalization; Physics; Computer science; Mathematics; Mathematical physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004075487,0.0006768329,0.0003999092,0.001605592,0.001020434,0.003633606,0.001027349,0.001071118,0.6116047],"category_scores_gemma":[0.001434588,0.0002677893,0.0003787772,0.001431846,0.0003487827,0.002392757,0.001258069,0.001344602,0.4355529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648524,"about_ca_system_score_gemma":0.001366979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004936048,"about_ca_topic_score_gemma":0.006304938,"domain_scores_codex":[0.9996158,0.0000358327,0.00002145619,0.00006778305,0.0002151919,0.00004388092],"domain_scores_gemma":[0.9993674,0.00007642192,0.00002676679,0.00006880272,0.0003770134,0.00008350957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001216458,0.00001054512,0.00002440425,0.0001389234,8.836874e-7,0.00002609951,0.00005445108,0.00004341931,0.0001454887,0.007410496,0.9143922,0.07774092],"study_design_scores_gemma":[0.000001126054,0.000003572726,0.00005239008,0.00004315882,4.41858e-7,0.00001593715,0.00001812405,0.000007641654,0.00003819305,0.0006002805,0.9992176,0.000001407171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003668572,0.006809654,0.001618033,0.006232731,0.006319717,0.0001883216,0.004788045,0.00115934,0.9725173],"genre_scores_gemma":[0.001517837,0.002848196,0.0004552977,0.001304215,0.0007785152,0.00005372205,0.002144191,0.0002089275,0.9906892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6116047,"threshold_uncertainty_score":0.5539987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05328041499986194,"score_gpt":0.2775832386173682,"score_spread":0.2243028236175063,"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."}}