{"id":"W4399934808","doi":"10.29173/cons29513","title":"The Savvy Socialite","year":2024,"lang":"en","type":"article","venue":"Constellations","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Psychology; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003847987,0.00004228752,0.00004772818,0.0000148888,0.002327469,0.0001893954,0.0001113076,0.00003904017,0.0002695748],"category_scores_gemma":[0.00009097256,0.00003347149,0.00009080244,0.0003081791,0.00123735,0.00007521596,0.00001053936,0.00008812486,0.00028541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157243,"about_ca_system_score_gemma":0.000478766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002210812,"about_ca_topic_score_gemma":0.0004370657,"domain_scores_codex":[0.9993744,0.0001042192,0.00009301947,0.0001037333,0.0001628041,0.000161755],"domain_scores_gemma":[0.9991727,0.0006122058,0.0000213531,0.00009977817,0.0000399309,0.0000540371],"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":[5.400024e-7,0.000005665971,0.0008227408,0.000003234787,0.00002708563,0.000001406104,0.05430744,0.000006075044,0.00004244149,0.6211907,0.2315698,0.09202287],"study_design_scores_gemma":[0.00001437383,0.000001888279,0.0001869174,0.000005744742,0.00001005008,2.483063e-7,0.01496211,0.00007518089,0.000001429395,0.002595756,0.9820977,0.00004858732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001752493,0.006149154,0.0005718595,0.01033402,0.00135003,0.0001170669,0.000007697379,0.0002037328,0.9795139],"genre_scores_gemma":[0.9409775,0.0009805633,0.0001229762,0.0002711205,0.0007255027,0.00000695802,0.00000203941,0.000007805809,0.05690561],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.939225,"threshold_uncertainty_score":0.9989713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183834695870576,"score_gpt":0.3294321280591145,"score_spread":0.3075937811004088,"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."}}