{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004086501,0.0005384471,0.0003230938,0.002872988,0.02157879,0.008111051,0.0009995769,0.001417918,0.00434706],"category_scores_gemma":[0.01039616,0.0003699224,0.0002946277,0.002566735,0.01335477,0.002552764,0.004078692,0.001891747,0.0003121566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02959858,"about_ca_system_score_gemma":0.0270101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8591776,"about_ca_topic_score_gemma":0.8969773,"domain_scores_codex":[0.9943667,0.002000939,0.00008229763,0.0003085433,0.002037707,0.001203807],"domain_scores_gemma":[0.9934521,0.002277459,0.0008231165,0.0002357011,0.002258821,0.0009528788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001049723,0.00003415679,0.01410798,0.00005158332,0.00000511787,0.0008292777,0.9411389,0.00004447668,0.002144047,0.01588169,0.002903237,0.02275453],"study_design_scores_gemma":[0.00001432176,0.00005842911,0.05477,0.0001804494,0.00001765084,0.0004363259,0.7964348,0.0001719103,0.001549822,0.001883554,0.1444103,0.00007239714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8342128,0.0007396747,0.0006193914,0.005044766,0.000197932,0.00005847339,0.0000874968,0.00002335464,0.1590161],"genre_scores_gemma":[0.9801381,0.0004108542,0.0003686343,0.0004503537,0.00003673464,0.0000171442,0.00002490188,0.00002078742,0.0185326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408224,"threshold_uncertainty_score":0.2833034,"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."}}