{"id":"W7117706234","doi":"10.1080/14680777.2025.2595164","title":"From romancing women to teaching men: an analysis of vulnerability and entrepreneurial masculinity on Japanese YouTube in <i>The Roland Show</i>","year":2025,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Masculinity; Vulnerability (computing); Hegemonic masculinity; Entrepreneurship","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412833,0.0003379401,0.0003340753,0.002287326,0.006713914,0.004184272,0.0005889958,0.0007848817,0.003331401],"category_scores_gemma":[0.003199462,0.0002518148,0.0001862373,0.002450439,0.005435696,0.003963595,0.004200881,0.0009924193,0.0003489945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002913051,"about_ca_system_score_gemma":0.001618849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04858636,"about_ca_topic_score_gemma":0.1075675,"domain_scores_codex":[0.9987659,0.0005002905,0.00004309564,0.00009736495,0.0002448618,0.0003483576],"domain_scores_gemma":[0.9980661,0.0008103354,0.0004570126,0.00005117681,0.0002374408,0.0003779356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003474097,0.00003872846,0.07804479,0.00007756917,0.000009064141,0.001182269,0.908568,0.00001988756,0.0005112952,0.002575692,0.0009049114,0.008032985],"study_design_scores_gemma":[8.336211e-7,0.00001444724,0.06302042,0.00005043175,0.000005027714,0.0001519604,0.9310642,0.00005459888,0.00008382873,0.0001523221,0.005395041,0.000006916834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883093,0.0003788213,0.0001072059,0.0006187282,0.0000136402,0.00001305971,0.00004053823,0.000002155068,0.01051661],"genre_scores_gemma":[0.9962876,0.0005229363,0.00006563934,0.0002275317,0.000016286,0.00001899088,0.00005832118,0.000008167067,0.002794478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04858636,"threshold_uncertainty_score":0.09660715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453377228832573,"score_gpt":0.3321403452083516,"score_spread":0.3076065729200258,"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."}}