{"id":"W4404707086","doi":"10.7202/1114671ar","title":"Moving Beyond Diversity","year":2024,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Diversity (politics); Geography; Political science; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01067136,0.0006715273,0.0007382098,0.002191311,0.03083428,0.01649074,0.002142028,0.004259662,0.01187216],"category_scores_gemma":[0.01057538,0.0003058745,0.0007812589,0.001356939,0.08513016,0.01699738,0.02917254,0.009099739,0.001042294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03707435,"about_ca_system_score_gemma":0.05418462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2166636,"about_ca_topic_score_gemma":0.2691351,"domain_scores_codex":[0.9896588,0.003610603,0.0001744982,0.00132733,0.002234261,0.002994547],"domain_scores_gemma":[0.9912118,0.002089523,0.0004459432,0.0009813408,0.001784936,0.003486459],"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":[0.00002091094,0.00001829365,0.00121588,0.00009243037,0.00001179313,0.0001365226,0.0551375,0.0001791527,0.0003376841,0.9051633,0.009897539,0.02778902],"study_design_scores_gemma":[0.00001637578,0.00004892066,0.001493899,0.0004510431,0.00001974606,0.0001678122,0.05390038,0.0002077337,0.0003659084,0.4029006,0.5403943,0.00003323175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06005004,0.008000364,0.01953745,0.2715457,0.002809313,0.0001063626,0.00007719952,0.0001133637,0.6377602],"genre_scores_gemma":[0.9017355,0.003017988,0.005316468,0.02901357,0.0008150552,0.0000841603,0.00004357597,0.000131204,0.05984254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2166636,"threshold_uncertainty_score":0.4308051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09142217455878497,"score_gpt":0.452971137560424,"score_spread":0.361548963001639,"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."}}