{"id":"W4210251687","doi":"10.1111/ele.13976","title":"An intersectionality lens is needed to establish a global view of equity, diversity and inclusion","year":2022,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Intersectionality; Equity (law); Inclusion (mineral); Diversity (politics); Currency; Socioeconomic status; Public relations; Sociology; Face (sociological concept); Political science; Social science; Gender studies; Economics; Population; Law","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":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.00131667,0.00006096734,0.0001384628,0.0000496746,0.006014319,0.00001240092,0.0004252818,0.0000457613,0.000845407],"category_scores_gemma":[0.00005419135,0.00007619464,0.00004675737,0.0002739423,0.0002264135,0.0002377048,0.01706268,0.0001118331,0.000003529234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507762,"about_ca_system_score_gemma":0.00005683187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701894,"about_ca_topic_score_gemma":0.01090757,"domain_scores_codex":[0.9985349,0.0005548071,0.0001127072,0.0002278398,0.000352844,0.0002168685],"domain_scores_gemma":[0.9996219,0.00005168814,0.00006655815,0.0001154904,0.00004432555,0.00009999915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047643,0.0002571403,0.7599001,0.00001909589,0.00005347718,0.00001122345,0.204716,0.00005717375,0.0004802086,0.004593305,0.02872867,0.001078815],"study_design_scores_gemma":[0.0008156243,0.0005253268,0.8865168,0.000004759036,0.000075699,0.000004395442,0.06274214,0.00002282382,0.00006101892,0.009777743,0.03913822,0.0003154469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953959,0.000006566047,0.0001036681,0.04333659,0.0004459826,0.0001524764,0.00009206139,0.00002604189,0.001877595],"genre_scores_gemma":[0.9632415,0.000005505108,0.0000774754,0.03661427,0.00003454825,0.000002309031,0.000005897066,0.000001350988,0.00001714254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419739,"threshold_uncertainty_score":0.9952797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225288197429776,"score_gpt":0.3333388403423481,"score_spread":0.2410859583680503,"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."}}