{"id":"W2914071535","doi":"10.3167/ghs.2018.110203","title":"Guiding Girls","year":2018,"lang":"en","type":"article","venue":"Girlhood Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Citizenship; Poverty; Nova scotia; Variety (cybernetics); Unemployment; Sociology; Gender studies; Ideal (ethics); Public policy; Neoliberalism (international relations); Social exclusion; Political science; Economic growth; Political economy; Politics; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006460955,0.00009613313,0.0001741577,0.00004410627,0.0009801873,0.00002938564,0.0001827304,0.00005523985,0.0001013444],"category_scores_gemma":[0.0007279523,0.00008372221,0.00004872392,0.0001939614,0.0005152144,0.00009146972,0.00008672904,0.00004314223,0.0004436287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565409,"about_ca_system_score_gemma":0.0001008448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272383,"about_ca_topic_score_gemma":0.001100817,"domain_scores_codex":[0.9988666,0.00007995265,0.0001471372,0.0001981674,0.0003037206,0.0004044877],"domain_scores_gemma":[0.999383,0.0001146411,0.0000506832,0.0001427169,0.000211709,0.00009724655],"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":[0.000008497504,0.00004688124,0.009669231,0.00001847649,0.0001906017,0.000008551382,0.7499439,1.396023e-7,0.0004783705,0.01327678,0.2042354,0.02212311],"study_design_scores_gemma":[0.0002897453,0.0001206363,0.003912865,0.0000297063,0.00004314164,9.885666e-7,0.3474025,7.602245e-7,0.001335846,0.004838067,0.6417956,0.0002301363],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3956144,0.005323999,0.0001058884,0.006463565,0.005275237,0.0003022848,0.000003841447,0.0003110454,0.5865998],"genre_scores_gemma":[0.9871413,0.001187761,0.0003793489,0.0005410903,0.002080668,0.00001689539,5.093185e-7,0.000008030782,0.008644395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.591527,"threshold_uncertainty_score":0.7538908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387404409109995,"score_gpt":0.4295498291359371,"score_spread":0.1908093882249377,"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."}}