{"id":"W4411230309","doi":"10.1177/1097184x251350276","title":"“Asking for Help was Really Helpful, but Definitely Hard to Say”: A Comparative Analysis of the Intersection of Disability and Masculinity","year":2025,"lang":"en","type":"article","venue":"Men and Masculinities","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Masculinity; Intersection (aeronautics); Psychology; Sociology; Gender studies; Social psychology; Engineering","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":[0.0006613527,0.00008256462,0.0003631542,0.00007491471,0.0004277159,0.00003943717,0.00009600212,0.00004038691,0.000004976057],"category_scores_gemma":[0.0002422563,0.00006263388,0.0001661477,0.0003803709,0.0003787678,0.00007445371,0.0001304734,0.00004979931,1.695097e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005804566,"about_ca_system_score_gemma":0.00006196516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008400095,"about_ca_topic_score_gemma":0.04082655,"domain_scores_codex":[0.999128,0.0001627566,0.0002542642,0.0001742292,0.0001537905,0.0001269988],"domain_scores_gemma":[0.9993628,0.0002133045,0.00009172234,0.0001238395,0.0001761885,0.00003215228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003532615,0.0001912998,0.2991075,0.0005227649,0.003421305,1.768229e-7,0.6070253,0.0001171309,0.0002951755,0.08364476,0.001928896,0.003392354],"study_design_scores_gemma":[0.0002754712,0.00007232986,0.3288893,0.00005080993,0.0007239538,6.683691e-8,0.6643044,0.0001426661,0.0003640351,0.003969586,0.001124754,0.00008261242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861973,0.0002096064,0.0008037399,0.002610674,0.0001267323,0.0003813845,0.0000573473,0.00001053349,0.009602715],"genre_scores_gemma":[0.9984912,0.0002089778,0.0003194686,0.00007695125,0.00002207606,0.00003180661,0.000002506719,0.000001664181,0.0008453687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07967517,"threshold_uncertainty_score":0.998203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0599664129883483,"score_gpt":0.3372154993919355,"score_spread":0.2772490864035871,"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."}}