{"id":"W2018872241","doi":"10.1016/j.jaging.2014.08.002","title":"Aging and masculinity: Portrayals in men's magazines","year":2014,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Masculinity; Psychology; Order (exchange); Gender studies; Relation (database); Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002319618,0.00007711681,0.0002820291,0.0001388261,0.000257722,0.00004654241,0.00008806775,0.00002456562,0.000005653676],"category_scores_gemma":[0.0008465691,0.000060959,0.00004892803,0.0001270285,0.0001608198,0.0002180875,0.00003783545,0.0001434354,0.000001346973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004860912,"about_ca_system_score_gemma":0.00005315028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008123508,"about_ca_topic_score_gemma":0.0002368755,"domain_scores_codex":[0.9989234,0.0001687748,0.0003106512,0.00008821674,0.0003008696,0.000208139],"domain_scores_gemma":[0.9992379,0.0003102417,0.0002072433,0.00004605902,0.0001262164,0.00007235688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001429551,0.00006608587,0.5638968,0.0001962582,0.0003012341,0.0001516759,0.3406949,0.00007307997,0.0005750639,0.002715316,0.003961154,0.08735415],"study_design_scores_gemma":[0.003573725,0.0002552233,0.3041348,0.00285568,0.0003097293,0.000106744,0.5287193,0.0001384919,0.0008417235,0.047756,0.1104298,0.0008787328],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649013,0.01179673,0.0001611407,0.009548143,0.0006984583,0.0000560469,2.349231e-7,0.00001486475,0.01282314],"genre_scores_gemma":[0.9895842,0.008113941,0.0007508459,0.0002786526,0.0007521454,4.901751e-7,4.42496e-8,0.000005383152,0.0005142756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.259762,"threshold_uncertainty_score":0.2485836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770058378977559,"score_gpt":0.363972647292896,"score_spread":0.3162720635031204,"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."}}