{"id":"W2327765391","doi":"10.5860/rusq.54n1.20","title":"“The Danger of a Single Story”","year":2014,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Library Science and Administration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Indigenous; Ethnic group; Perspective (graphical); Sociology; Public relations; Work (physics); Library science; Media studies; Political science; Computer science; Law; Engineering; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006782012,0.00008140899,0.0001038376,0.00003125791,0.0005791652,0.0002034423,0.0006185104,0.00006793014,0.00007079026],"category_scores_gemma":[0.00001545887,0.00005819446,0.0000363272,0.0002467459,0.0002116714,0.001013488,0.00001220199,0.00008456564,0.00009889648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001593629,"about_ca_system_score_gemma":0.0001072017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008697351,"about_ca_topic_score_gemma":0.01010548,"domain_scores_codex":[0.998711,0.0002621969,0.0001795862,0.0001817481,0.0004004574,0.0002649435],"domain_scores_gemma":[0.9992068,0.0001789183,0.0001500212,0.0002738556,0.00009033068,0.0001000712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005727211,0.0002431739,0.01843771,0.0001064524,0.00002774292,0.000001828906,0.1514306,0.000002859408,0.01138096,0.4414606,0.001781108,0.3750696],"study_design_scores_gemma":[0.0001391008,0.0006600267,0.01511302,0.00004507592,0.000009483321,3.513754e-7,0.02350396,0.00008023013,0.0006487075,0.005968058,0.9536642,0.0001678093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474371,0.00007067671,0.00009011209,0.002987816,0.000315103,0.0001246176,0.000003081775,0.00006209523,0.0489094],"genre_scores_gemma":[0.9966331,0.00001479995,0.0001325987,0.0002659133,0.000159461,0.000006739558,0.000004700269,0.000004819472,0.002777856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9518831,"threshold_uncertainty_score":0.5639095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248183070146687,"score_gpt":0.2755026644654739,"score_spread":0.2506843574508052,"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."}}