{"id":"W2900329950","doi":"10.7202/1052494ar","title":"Skills, Identity, and Power: The Multifaceted Concept of Language Diversity","year":2018,"lang":"en","type":"article","venue":"Management international","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Diversity (politics); Scholarship; Field (mathematics); Multinational corporation; Identity (music); Sociology; Variety (cybernetics); Power (physics); Linguistics; Epistemology; Knowledge management; Computer science; Political science; Artificial intelligence; Mathematics; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00321477,0.0002872849,0.0002814243,0.002989447,0.003340887,0.006288626,0.0006900383,0.001068844,0.002649557],"category_scores_gemma":[0.006471834,0.0001325554,0.0001967735,0.001867148,0.03016443,0.00920682,0.008063738,0.001729809,0.0001525346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701085,"about_ca_system_score_gemma":0.002418465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298266,"about_ca_topic_score_gemma":0.002190427,"domain_scores_codex":[0.9966136,0.002187158,0.00008515905,0.0002414397,0.0005613774,0.000311321],"domain_scores_gemma":[0.9952025,0.002987302,0.0006139552,0.0002454932,0.0002618645,0.0006888751],"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":[0.00004595209,0.00006741101,0.01941142,0.0001180203,0.00002147598,0.0003437901,0.116465,0.000457271,0.0007156685,0.80238,0.000769251,0.05920468],"study_design_scores_gemma":[0.0000161271,0.00009160759,0.02125927,0.0004136351,0.00001919423,0.0005538983,0.1166592,0.001235115,0.0004219683,0.8291209,0.03016103,0.00004789905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018549,0.005847474,0.02472833,0.02634301,0.0002109459,0.00003567188,0.00004874103,0.00002404898,0.2409069],"genre_scores_gemma":[0.9975541,0.000486754,0.0008547016,0.0002416362,0.00004378377,0.00001089731,0.00000490994,0.000003581301,0.0007996517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006288626,"threshold_uncertainty_score":0.01700157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494378932556992,"score_gpt":0.3168176263831861,"score_spread":0.2718738370576162,"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."}}