{"id":"W803969437","doi":"10.18297/etd/702","title":"The social construction of ethnicity and masculinity of African American college men.","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Masculinity; Ethnic group; Gender studies; White (mutation); Hegemonic masculinity; Institution; Construct (python library); Intersectionality; Social constructionism; Identity (music); Social psychology; Sociology; Psychology; Anthropology","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":[0.0006943496,0.00009318584,0.0002892781,0.0000655521,0.0008924726,0.0000219862,0.0001919784,0.0000896385,0.0001846631],"category_scores_gemma":[0.0004442328,0.00006678393,0.00006773828,0.0004408532,0.002500397,0.00005177767,0.00002441778,0.000165653,0.000002829788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006445916,"about_ca_system_score_gemma":0.0005585008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03876374,"about_ca_topic_score_gemma":0.02626427,"domain_scores_codex":[0.9984003,0.0004198856,0.0002790731,0.0001449746,0.0005678518,0.0001878569],"domain_scores_gemma":[0.9981619,0.0005559531,0.0004256452,0.00009373858,0.0007039222,0.00005884169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001870618,0.0002342325,0.01248247,0.0003132537,0.00069562,3.333118e-7,0.3575467,1.455721e-7,0.0005677492,0.5109954,0.04781384,0.06916321],"study_design_scores_gemma":[0.00008901468,0.00004060403,0.1436884,0.00001127342,0.00003313494,4.513288e-8,0.8413259,0.000001004582,0.0003070631,0.002410033,0.01199758,0.0000959416],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7705673,0.0001631587,0.0000025898,0.003149068,0.0002776829,0.000529657,0.00004230467,0.00001790692,0.2252503],"genre_scores_gemma":[0.9720656,0.001762796,0.00039409,0.00000698657,0.0001306037,0.00006431013,0.00001473132,0.000007407891,0.0255535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5085854,"threshold_uncertainty_score":0.9915039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609969861383777,"score_gpt":0.4025430250022323,"score_spread":0.3764433263883945,"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."}}