{"id":"W3016846983","doi":"10.5260/chara.21.4.31","title":"Gender: Identity and Social Change","year":2020,"lang":"en","type":"article","venue":"The Charleston Advisor","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Ephemera; Human sexuality; Suffrage; Feminism; Identity (music); Newspaper; Sociology; Thematic analysis; Qualitative research; Media studies; Social science; Political science; Art; Law; Aesthetics; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002590217,0.00007716609,0.0001251032,0.00001180512,0.001181313,0.00004119343,0.0002068945,0.00004788438,0.0001044928],"category_scores_gemma":[0.0000653594,0.00005843131,0.00004716512,0.0001585546,0.0003208024,0.0001653805,0.00009768914,0.0001155045,0.0001321936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510592,"about_ca_system_score_gemma":0.00002481555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003675922,"about_ca_topic_score_gemma":0.00008741968,"domain_scores_codex":[0.9991751,0.0001045846,0.00009076356,0.0001579001,0.0002558848,0.0002157211],"domain_scores_gemma":[0.99974,0.00004643929,0.00003962629,0.0000559412,0.00002560272,0.0000924075],"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":[0.00001027074,0.0000138566,0.0008304701,0.00001575389,0.00001370737,0.000002250038,0.9568434,1.570447e-8,0.00005415557,0.02643669,0.00721515,0.008564296],"study_design_scores_gemma":[0.0003746983,0.00005381198,0.03598293,0.000003226447,0.00006076191,7.306766e-7,0.1339376,0.00001418664,0.00001788308,0.004687428,0.8245679,0.0002988719],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2022682,0.01549469,0.001415218,0.3090183,0.002343745,0.002213039,0.00008040224,0.001068656,0.4660978],"genre_scores_gemma":[0.9939432,0.0006925936,0.00002130521,0.003654398,0.001232995,0.00002344248,9.628485e-7,0.000007566034,0.0004235929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8229058,"threshold_uncertainty_score":0.9085827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2581929854283546,"score_gpt":0.3566384110264271,"score_spread":0.09844542559807251,"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."}}