{"id":"W3213103618","doi":"10.3167/ghs.2021.140301","title":"Something of a Girls Studies Reader?","year":2021,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gender studies; Indigenous; Inclusion (mineral); Power (physics); Sociology; Cultural studies; Feminism; Psychological intervention; Psychology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000862813,0.0001616645,0.0006086311,0.00008709913,0.00105426,0.000039879,0.000186131,0.0000613811,0.000007233361],"category_scores_gemma":[0.002522789,0.0001477875,0.0001547886,0.0005462163,0.0002810382,0.0001961774,0.0004048225,0.0001305628,0.00002745222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009722632,"about_ca_system_score_gemma":0.000157583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003082647,"about_ca_topic_score_gemma":0.004664277,"domain_scores_codex":[0.9980766,0.0002570178,0.0003788175,0.0003243123,0.0005465111,0.0004167437],"domain_scores_gemma":[0.9983196,0.0001549246,0.0001559219,0.0002301519,0.001084527,0.00005488879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001535482,0.000259881,0.03096966,0.000677178,0.005070985,0.00007560323,0.8465253,0.00001800904,0.0008602558,0.02263186,0.0819272,0.01096873],"study_design_scores_gemma":[0.0002952516,0.00004432172,0.00377669,0.00014738,0.0001423513,0.000001617199,0.9675692,5.431321e-7,0.001332271,0.01187375,0.01461999,0.0001966185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5136346,0.3861888,0.00007836874,0.07905155,0.002926842,0.0004057633,0.00001529657,0.0002301718,0.01746861],"genre_scores_gemma":[0.9522738,0.042062,0.0007572656,0.000265558,0.0002632125,0.00002467214,7.134749e-7,0.00001077155,0.004342021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4386392,"threshold_uncertainty_score":0.8108623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2504169905700481,"score_gpt":0.4619136049476171,"score_spread":0.2114966143775689,"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."}}