{"id":"W4205914231","doi":"10.1108/s1529-2126(2012)0000016019","title":"Advances in Gender Research","year":2012,"lang":"en","type":"other","venue":"Advances in gender research","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Sociology; Transnationalism; Public sphere; Globalization; Citizenship; Political science; Human sexuality; Politics; Law","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009871546,0.0003286752,0.0004836597,0.003034434,0.0005449157,0.000165239,0.00131326,0.0006979941,0.003666822],"category_scores_gemma":[0.0008709807,0.0003211601,0.0001008305,0.002740757,0.001759443,0.0008114276,0.0004589151,0.002403903,0.0008040808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008042583,"about_ca_system_score_gemma":0.0009062086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01022924,"about_ca_topic_score_gemma":0.03749603,"domain_scores_codex":[0.9877223,0.003707133,0.0005385684,0.00105399,0.003900242,0.003077785],"domain_scores_gemma":[0.9972728,0.0009990617,0.0001271644,0.0007974139,0.0003684776,0.0004350922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073397,0.001149575,0.06574627,0.001603413,0.00006429684,0.0002495738,0.06034966,0.0001957893,0.00004084038,0.5427977,0.1947274,0.1329682],"study_design_scores_gemma":[0.0003841927,0.00002564724,0.0009159547,0.0001355578,0.000002944139,0.000001326568,0.02298647,0.000009081366,0.00001720435,0.07502643,0.9001703,0.000324935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006165681,0.158284,0.00006113312,0.0003164376,0.0009009468,0.001187473,0.00001979882,0.00006889836,0.8390997],"genre_scores_gemma":[0.215651,0.2828332,0.0009239562,0.00005830128,0.003296449,0.0006543428,0.00005831408,0.0005154077,0.496009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7054428,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3043949633632537,"score_gpt":0.5667545723634027,"score_spread":0.2623596090001489,"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."}}