{"id":"W4237214430","doi":"10.22541/au.163464439.98441924/v1","title":"An intersectionality lens is needed to establish a global view of equity, diversity and inclusion","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Intersectionality; Diversity (politics); Equity (law); Inclusion (mineral); Ethnic group; Socioeconomic status; Representation (politics); Ecology; Sociology; Cultural diversity; Political science; Geography; Gender studies; Biology; Anthropology; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.02973759,0.001401,0.002029336,0.00615022,0.008379522,0.02755823,0.002646768,0.004233519,0.01172954],"category_scores_gemma":[0.02827499,0.0006254615,0.001634593,0.004753573,0.0550658,0.03751028,0.02278814,0.01067906,0.001282204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00843134,"about_ca_system_score_gemma":0.008749478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004000958,"about_ca_topic_score_gemma":0.002618041,"domain_scores_codex":[0.9766624,0.01577525,0.0007773186,0.002210854,0.00267079,0.001903374],"domain_scores_gemma":[0.967751,0.01781118,0.002778497,0.005083926,0.00351635,0.003059161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006123398,0.00001148845,0.0007969071,0.00005272614,0.00001285585,0.00004339806,0.007331541,0.0001128766,0.00005332935,0.9850993,0.001143384,0.005336038],"study_design_scores_gemma":[0.000005687153,0.00001358439,0.0008665904,0.0001974167,0.00001176235,0.00007973456,0.01005117,0.0003876142,0.00008466486,0.9380257,0.05026168,0.00001440606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05241072,0.007744572,0.2965881,0.2268046,0.003380301,0.0003734859,0.0003749511,0.0003561048,0.4119671],"genre_scores_gemma":[0.8999109,0.003603026,0.07045931,0.009607711,0.001641662,0.0005982567,0.0002985242,0.0003717664,0.01350891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02973759,"threshold_uncertainty_score":0.1572693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554074185255343,"score_gpt":0.3211221885710054,"score_spread":0.295581446718452,"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."}}