{"id":"W151754030","doi":"","title":"Resisting Mainstream Media: Girls and the Act of Making Zines","year":2001,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Sociology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009339146,0.000100094,0.0002527839,0.0000991129,0.0009612803,0.00002736422,0.0001569342,0.00004895358,0.00004031968],"category_scores_gemma":[0.001932708,0.00007269027,0.00003243113,0.0002511722,0.001043583,0.00005443617,0.00003639837,0.00007943483,0.000003842593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042121,"about_ca_system_score_gemma":0.0004338317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900326,"about_ca_topic_score_gemma":0.3830482,"domain_scores_codex":[0.9988502,0.0001096418,0.0001663479,0.0001528655,0.0002006354,0.000520332],"domain_scores_gemma":[0.9988479,0.0006281692,0.00008024321,0.0001189605,0.00009924116,0.0002254829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003065458,0.00000894814,0.03640952,0.00005138672,0.0001928012,0.00006026398,0.912768,0.000001213103,0.00001034718,0.03327359,0.001913667,0.01527962],"study_design_scores_gemma":[0.0004867197,0.00001481719,0.009091764,0.00005090229,0.0000299729,0.000002811142,0.9444382,9.851454e-7,0.000005477223,0.008228453,0.0375222,0.0001277509],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287729,0.002001398,5.377773e-7,0.002665699,0.000435336,0.0001606882,0.000008993837,0.00001801738,0.06593638],"genre_scores_gemma":[0.9959603,0.001678135,0.00004016011,0.0005714357,0.0003483071,0.00003110507,6.091281e-7,0.000007270263,0.001362671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3771479,"threshold_uncertainty_score":0.8919567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439545529692175,"score_gpt":0.3033908022381449,"score_spread":0.2594362492689274,"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."}}