{"id":"W2360368093","doi":"","title":"Gender and Communication:Construction and Reinforcement of Identity——On Canadian Women's Magazines","year":2009,"lang":"en","type":"article","venue":"Journal of International Communication","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Gender studies; Sociology; Gender identity; Psychology; Media studies; Art","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":[0.0008174352,0.00005281867,0.000101272,0.0002338154,0.000249991,0.00007529296,0.000344468,0.00004435261,0.0000588207],"category_scores_gemma":[0.0002112567,0.00005238289,0.00002547979,0.00009092958,0.000160526,0.0005972101,0.00003098193,0.0001421504,8.764236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829365,"about_ca_system_score_gemma":0.0001484418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391938,"about_ca_topic_score_gemma":0.001677985,"domain_scores_codex":[0.9990588,0.0001458366,0.0003325221,0.00004956646,0.0003214091,0.00009179963],"domain_scores_gemma":[0.998955,0.0001007065,0.0003686062,0.0001635423,0.0002918556,0.0001203431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000120858,0.00009797989,0.02538786,0.00001841545,0.0001457235,0.000002566731,0.05229215,0.0002225116,0.001578579,0.8521547,0.000584257,0.06739433],"study_design_scores_gemma":[0.003164277,0.0005754266,0.5412623,0.0007630952,0.0001010622,0.0001830077,0.07704951,0.001056779,0.0009572365,0.2872633,0.08703569,0.0005883499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292551,0.001388244,0.0007650733,0.01023776,0.0002735517,0.0001176597,0.00000287735,0.000007364004,0.05795232],"genre_scores_gemma":[0.9898318,0.006503551,0.003030592,0.0004315675,0.00006509516,9.41036e-7,0.000004701242,0.000002568155,0.000129201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5648915,"threshold_uncertainty_score":0.2136112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015679173012641,"score_gpt":0.327997340684915,"score_spread":0.2978405489547886,"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."}}