{"id":"W4411917082","doi":"10.1080/00856401.2025.2509461","title":"Navigating patriarchy: Aspects of working-class Nepali masculinity through a visual frame","year":2025,"lang":"en","type":"article","venue":"South Asia Journal of South Asian Studies","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Council for the Arts","keywords":"Nepali; Masculinity; Patriarchy; Gender studies; Class (philosophy); Sociology; Frame (networking); Working class; Political science; Computer science; Art; Law; Artificial intelligence; Literature; Politics","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":[0.001863331,0.0002611155,0.000822354,0.0001119697,0.000885752,0.000101751,0.0004791475,0.000215894,0.00003092751],"category_scores_gemma":[0.002857493,0.0002309839,0.0005606534,0.001150997,0.001008145,0.0002246481,0.0001353483,0.0009718757,0.00001197766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388102,"about_ca_system_score_gemma":0.001006287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006551373,"about_ca_topic_score_gemma":0.000108281,"domain_scores_codex":[0.9967203,0.0005060284,0.001096999,0.0002572506,0.000889873,0.000529509],"domain_scores_gemma":[0.9970857,0.0003694106,0.001251959,0.0002001798,0.0009115422,0.0001812204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007382757,0.0001319069,0.08567869,0.0001081354,0.0008552393,0.00001460395,0.8766981,0.00002466604,0.000007882262,0.03039799,0.0001564659,0.005852486],"study_design_scores_gemma":[0.0008974705,0.0001186165,0.009111839,0.0008719692,0.0002525967,0.000002425179,0.9704449,0.00001710203,0.00003007052,0.01596058,0.0020634,0.0002290534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928594,0.00536745,0.001552603,0.008778496,0.003659172,0.0004969072,0.00002982346,0.00007638129,0.05144515],"genre_scores_gemma":[0.9964679,0.000281626,0.002055698,0.000277866,0.0006610657,0.000005691934,0.00000173147,0.00001858402,0.0002297803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09374677,"threshold_uncertainty_score":0.941925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05981117420585647,"score_gpt":0.3950922859520497,"score_spread":0.3352811117461932,"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."}}