{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050574,0.0004190461,0.0002043179,0.0005508738,0.01022923,0.004647972,0.0003752026,0.0008264943,0.004572753],"category_scores_gemma":[0.0009888823,0.0001631721,0.0002105819,0.0003243125,0.009891845,0.001793084,0.003122311,0.001771879,0.0003646571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002846704,"about_ca_system_score_gemma":0.001649459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447644,"about_ca_topic_score_gemma":0.0512074,"domain_scores_codex":[0.9993535,0.0002934264,0.00001059396,0.00005579042,0.00008258897,0.0002041739],"domain_scores_gemma":[0.9993125,0.00007251394,0.000062224,0.00004171797,0.0001052603,0.0004057278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001016922,0.00005509812,0.02653248,0.0001449197,0.00003833052,0.001527331,0.8634326,0.00009646635,0.004245425,0.04692877,0.0268021,0.0300948],"study_design_scores_gemma":[0.00001088669,0.000105315,0.02898814,0.0001006306,0.00002626829,0.0007742103,0.6307557,0.0001595832,0.0006957736,0.003342017,0.3349882,0.00005332217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8719605,0.00173422,0.001060988,0.02113803,0.0007105079,0.00004126894,0.00006981014,0.0001304968,0.1031542],"genre_scores_gemma":[0.980048,0.0002672657,0.0002272312,0.001114265,0.00006375808,0.000009564375,0.00001646913,0.0000250346,0.01822838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02447644,"threshold_uncertainty_score":0.04866797,"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."}}