{"id":"W4313679950","doi":"10.1177/1097184x221149985","title":"Connecting Australian Masculinities and Culture to Mental Health: Men’s Perspectives and Experiences","year":2023,"lang":"en","type":"article","venue":"Men and Masculinities","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne","keywords":"Mental health; Transformative learning; Gender studies; Masculinity; Sociology; Psychology; Focus group; Gerontology; Developmental psychology; Medicine; Anthropology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005053645,0.0001423739,0.0002360212,0.00009488308,0.002021767,0.0003013341,0.00007142505,0.00005025399,0.00003392928],"category_scores_gemma":[0.0000894094,0.0001251885,0.00003573315,0.0001430058,0.0002444446,0.0002509012,0.000156341,0.00008211299,0.00000823606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000486924,"about_ca_system_score_gemma":0.00004652109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823006,"about_ca_topic_score_gemma":0.003033985,"domain_scores_codex":[0.9988207,0.0001140435,0.0001630445,0.0003002169,0.0002387214,0.0003632526],"domain_scores_gemma":[0.9996263,0.00003957609,0.00004487819,0.00006228525,0.00004674008,0.0001802386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007294246,0.000006160512,0.0004519252,0.0000368458,0.00003912123,0.000002628184,0.9763719,3.060447e-7,0.000007228729,0.003937604,0.01818409,0.0009548638],"study_design_scores_gemma":[0.0002242739,0.0001029192,0.001157939,0.00003406453,0.000008880947,0.000004780942,0.9454541,0.000007316473,0.00001734443,0.0006763606,0.0521573,0.0001547343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335828,0.00404147,0.000003913045,0.04983963,0.0002017903,0.0003527312,0.00002358849,0.0001499521,0.01180415],"genre_scores_gemma":[0.9708481,0.01496271,0.0002125018,0.0001761266,0.0001859838,0.00005460687,0.00000451766,0.000008553049,0.01354687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04966351,"threshold_uncertainty_score":0.9992775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856634985698117,"score_gpt":0.3429869270301467,"score_spread":0.2944205771731655,"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."}}