{"id":"W3152238160","doi":"10.47611/jsr.v10i1.1144","title":"Gender Representations in Social Media and Formations of Masculinity","year":2021,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Masculinity; Influencer marketing; Hegemonic masculinity; Socialization; Identity (music); Social psychology; Social media; Psychology; Sociology; Gender studies; Aesthetics; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003843713,0.00003593823,0.0001524635,0.0002340824,0.0003077013,0.00004928538,0.0001819153,0.00005844672,0.000141171],"category_scores_gemma":[0.001340509,0.00003269752,0.00006176572,0.0005230479,0.0002431987,0.0001903708,0.00009548126,0.0003697902,0.000002667012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007757293,"about_ca_system_score_gemma":0.0008379744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008290033,"about_ca_topic_score_gemma":0.001552061,"domain_scores_codex":[0.9973399,0.0005752905,0.0003691511,0.00007246899,0.001421194,0.0002220069],"domain_scores_gemma":[0.9981129,0.0007208247,0.0001104418,0.00006472128,0.0008661812,0.0001249174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002035036,0.0004385042,0.1672369,0.00003583446,0.00006479977,0.00008088674,0.8090852,0.000004385292,0.0009308813,0.01506841,0.004332091,0.002701781],"study_design_scores_gemma":[0.0004691289,0.00001787157,0.5481462,0.00001264176,0.000008773044,0.000005183169,0.4436439,7.882905e-7,0.0002179197,0.005473823,0.001974905,0.00002882467],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691462,0.0004631046,0.0000310363,0.002986873,0.0001716717,0.00008651246,0.000003288254,0.000001802174,0.0271095],"genre_scores_gemma":[0.9972744,0.001974474,0.0002144343,0.00001517087,0.0003225987,0.000002944604,0.000001128086,0.000002687943,0.0001921399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809094,"threshold_uncertainty_score":0.236662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828254994604348,"score_gpt":0.5403038694319644,"score_spread":0.1574783699715296,"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."}}