{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001181688,0.0007137614,0.0003436739,0.000929539,0.003267229,0.003962165,0.001295582,0.00216832,0.4358726],"category_scores_gemma":[0.006754788,0.0004904454,0.000440224,0.0006783104,0.0009520226,0.003384078,0.003316113,0.003554106,0.2868023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008585,"about_ca_system_score_gemma":0.00243783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140505,"about_ca_topic_score_gemma":0.02041292,"domain_scores_codex":[0.9987817,0.0001638127,0.00003710745,0.0002644528,0.000591493,0.000161355],"domain_scores_gemma":[0.9968359,0.0005631859,0.0001142789,0.000342542,0.001198856,0.0009452407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000114256,0.000007005838,0.00005874185,0.00002391592,7.473136e-7,0.00001975595,0.00009521777,0.0000096092,0.00006156604,0.003441189,0.9640139,0.0322569],"study_design_scores_gemma":[0.000001606079,0.000002615864,0.00006945822,0.00001735732,5.055988e-7,0.00001460623,0.00007032711,0.00000468286,0.00004149522,0.0003950254,0.9993805,0.000001870942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001187414,0.01368853,0.004045541,0.07737911,0.04171476,0.0001130635,0.002919215,0.004433259,0.8545191],"genre_scores_gemma":[0.004274779,0.003170363,0.001000469,0.01001797,0.001740466,0.0000629706,0.0005444526,0.0015451,0.9776434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4358726,"threshold_uncertainty_score":0.8046593,"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."}}