{"id":"W3033748418","doi":"10.1016/j.socscimed.2020.113097","title":"The knife's edge: Masculinities and precarity in East Africa","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Research Council; National Commission for Science, Technology and Innovation; Tanzania Commission for Science and Technology; Michael Smith Health Research BC","keywords":"Precarity; Sociology; Gender studies; Politics; Embodied cognition; Political science; Law","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001806358,0.00007225838,0.000150373,0.00003433538,0.002838032,0.0001157849,0.0003769766,0.00003634252,0.00002052068],"category_scores_gemma":[0.001308948,0.00004871741,0.00002381684,0.0009050762,0.003130722,0.0002137696,0.0001205987,0.0001468752,0.000006664708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006464301,"about_ca_system_score_gemma":0.0002072482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00209258,"about_ca_topic_score_gemma":0.004066523,"domain_scores_codex":[0.9983855,0.0001058149,0.0001558586,0.000223411,0.0007280547,0.000401377],"domain_scores_gemma":[0.9995803,0.00005624174,0.00005046152,0.00005497417,0.0001085629,0.0001494593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008965889,0.00001107498,0.01492787,0.00000865725,0.000005348113,0.000003166664,0.9295179,1.840667e-7,0.00006475086,0.02644359,0.00860117,0.02040728],"study_design_scores_gemma":[0.0003622785,0.0000642982,0.06702974,0.00001648174,0.00001439132,3.125947e-7,0.7803334,0.00002019747,0.000003928838,0.008447709,0.1435869,0.0001203883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2521114,0.003451272,0.00002367302,0.5528257,0.0008311105,0.0004029007,0.000003666278,0.0000713952,0.1902789],"genre_scores_gemma":[0.9976109,0.000615934,0.000004212192,0.000437923,0.0008708033,0.000007417497,1.3843e-7,0.000002514294,0.000450187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7454995,"threshold_uncertainty_score":0.9995822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281829186270107,"score_gpt":0.3266306003747427,"score_spread":0.2538123085120416,"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."}}