{"id":"W3196835254","doi":"10.1126/sciadv.abe4639","title":"The gendered nature of authorship","year":2021,"lang":"en","type":"article","venue":"Science Advances","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Devaluation; Attribution; Power (physics); Injustice; Sociology; Economic Justice; Psychology; Social psychology; Currency; Political science; Law; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007639284,0.0002069798,0.0002988122,0.001429664,0.001748819,0.003398256,0.0004186568,0.0003698693,0.007542225],"category_scores_gemma":[0.03861937,0.0001091287,0.0001774259,0.0009397016,0.003363128,0.003145575,0.001988761,0.0005768937,0.0006731203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084908,"about_ca_system_score_gemma":0.00102967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009707263,"about_ca_topic_score_gemma":0.001541911,"domain_scores_codex":[0.9913045,0.00461111,0.0004419118,0.0008236095,0.002149352,0.0006695237],"domain_scores_gemma":[0.9671236,0.01988055,0.007173726,0.002031501,0.002315223,0.001475304],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004091525,0.0001231012,0.4569477,0.0005691555,0.00012941,0.001163303,0.1480487,0.0003127495,0.004641506,0.1476424,0.005156867,0.2348561],"study_design_scores_gemma":[0.00005190777,0.0003086041,0.3920197,0.001304085,0.00007864974,0.005150142,0.131588,0.001251367,0.004273342,0.28861,0.1752336,0.0001305331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551071,0.004600896,0.01352762,0.006942629,0.0004700739,0.00006936261,0.0003205252,0.00002952613,0.1189323],"genre_scores_gemma":[0.9962496,0.0003430153,0.0005509231,0.0002140321,0.0000560043,0.00001410307,0.00002365688,0.000006888164,0.002541739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9996302,"threshold_uncertainty_score":0.04040092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4917747213293212,"score_gpt":0.6104990795276162,"score_spread":0.118724358198295,"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."}}