{"id":"W2891020941","doi":"10.1111/josi.12289","title":"Work as a Masculinity Contest","year":2018,"lang":"en","type":"article","venue":"Journal of Social Issues","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":436,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Masculinity; CONTEST; Context (archaeology); Harassment; Scholarship; Sociology; Social psychology; Work (physics); Psychology; Gender studies; Political science; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001437387,0.00005466235,0.0001798336,0.00003904531,0.0007847233,0.00008142663,0.0002550445,0.00009677788,0.00124625],"category_scores_gemma":[0.0004995553,0.00005083342,0.0001434428,0.0002109599,0.0004666426,0.0002799299,0.00003293714,0.0001589408,0.000249861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006936902,"about_ca_system_score_gemma":0.0001622075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594294,"about_ca_topic_score_gemma":0.0003825966,"domain_scores_codex":[0.9988324,0.0002631992,0.0002089874,0.00006134816,0.000455055,0.0001790349],"domain_scores_gemma":[0.9990051,0.0000604857,0.0002366276,0.00004239457,0.0005474663,0.0001078961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002734603,0.0003139692,0.05179437,0.0000120257,0.0001960421,0.00004733851,0.7269283,2.097177e-7,0.0001371066,0.0679751,0.1448478,0.007474335],"study_design_scores_gemma":[0.0004104848,0.0002192673,0.051991,0.00002373193,0.00004565785,0.00000165528,0.09622362,1.191608e-7,0.0002080702,0.01264726,0.8381021,0.0001270181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744573,0.0002162525,0.00003870624,0.01500792,0.0009383509,0.00005279112,0.000001861499,0.00001999698,0.1092668],"genre_scores_gemma":[0.9922397,0.00009320035,0.0002428612,0.0004086508,0.003867149,1.343117e-7,2.066183e-7,0.00000295919,0.003145155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6932544,"threshold_uncertainty_score":0.9996668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309615329072512,"score_gpt":0.3805342242306053,"score_spread":0.2495726913233542,"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."}}