{"id":"W3101384010","doi":"10.3167/ghs.2020.130211","title":"Shapeshifters","year":2020,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Citizenship; Sociology; Gender studies; Philosophy; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0001758923,0.00008455013,0.0001878526,0.000009848223,0.0007675099,0.00001996422,0.0001681641,0.00003071931,0.00009237394],"category_scores_gemma":[0.0002841349,0.00007920748,0.000088069,0.0002383374,0.00065932,0.00009367051,0.00004744724,0.0000871243,0.0001956684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000757345,"about_ca_system_score_gemma":0.00006937518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055223,"about_ca_topic_score_gemma":0.00009380937,"domain_scores_codex":[0.9991124,0.00008352727,0.0001092765,0.0001953534,0.0002559194,0.0002434676],"domain_scores_gemma":[0.999613,0.0000755825,0.00005407197,0.00006902737,0.00006179333,0.0001264786],"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":[0.000008049978,0.00002273468,0.003159962,0.0000181518,0.0001514513,0.000007116278,0.6194109,0.000002680322,0.00008353156,0.003471532,0.3620524,0.0116115],"study_design_scores_gemma":[0.0001208583,0.00004521069,0.0006885365,0.000005086639,0.00001725397,6.022313e-8,0.2261401,0.000003390291,0.000009118031,0.0001833024,0.7726656,0.0001214746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1555044,0.02699731,0.0003723172,0.2031194,0.002168739,0.0006321419,0.00001896539,0.001115278,0.6100714],"genre_scores_gemma":[0.988075,0.00164274,0.0004556498,0.007314285,0.0006779099,0.00001467737,5.139234e-7,0.000009139708,0.001810141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8325706,"threshold_uncertainty_score":0.5903143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08858435915768896,"score_gpt":0.3523881671781119,"score_spread":0.2638038080204229,"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."}}