{"id":"W2742018141","doi":"","title":"DIMENSIONS OF DIVERSITY MODELS: A CRITICAL PERSPECTIVE","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Applied Science and Technology - Canadian Journal of Applied Science and Technology","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burman University","funders":"","keywords":"Diversity (politics); Perspective (graphical); Race (biology); Sociology; Ethnic group; Ideology; Cultural diversity; Politics; Multinational corporation; Sexual orientation; Workforce; Positive economics; Diversity management; Public relations; Social psychology; Political science; Environmental ethics; Social science; Gender studies; Psychology; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221676,0.001401755,0.001419227,0.007626195,0.0062304,0.0121353,0.00326475,0.004703276,0.003855836],"category_scores_gemma":[0.01278956,0.000536294,0.001231829,0.006066888,0.04074452,0.01962079,0.007154333,0.01143618,0.0005031662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01639704,"about_ca_system_score_gemma":0.005363439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217039,"about_ca_topic_score_gemma":0.004005156,"domain_scores_codex":[0.9909214,0.006797638,0.0002156003,0.0005407329,0.0009376621,0.000586845],"domain_scores_gemma":[0.9804887,0.016135,0.0007369127,0.0005360571,0.001537353,0.0005659814],"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":[0.000005135229,0.000008785615,0.0001131579,0.00007933627,0.000006241507,0.00005140931,0.002875011,0.0002241421,0.0000125826,0.9910739,0.002598795,0.002951483],"study_design_scores_gemma":[0.000005905305,0.00001452762,0.0002489297,0.0006989901,0.000008277291,0.0001381097,0.007921231,0.0008470112,0.00003920985,0.9061869,0.08387502,0.00001595295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02333345,0.2733549,0.06161853,0.3229136,0.007512331,0.0001965152,0.0002435269,0.00005582719,0.3107713],"genre_scores_gemma":[0.8046915,0.1315055,0.01864525,0.02382674,0.009757212,0.0006019034,0.0001768461,0.0001031154,0.01069201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01639704,"threshold_uncertainty_score":0.1189694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0606965842067638,"score_gpt":0.285717944477376,"score_spread":0.2250213602706122,"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."}}