{"id":"W251925725","doi":"","title":"Advancing a Perspective on the Intersections of Diversity: Challenges for Research and Social Policy","year":2003,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Ethnic group; Intersectionality; Diversity (politics); Identity (music); Gender studies; Politics; Humanities; Immigration; Political science; Anthropology; Aesthetics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007519151,0.00003297098,0.00006483369,0.0001514171,0.001510156,0.000004036883,0.00005879308,0.00002928073,0.000004301109],"category_scores_gemma":[0.00144112,0.00002627832,0.00002442663,0.0001526634,0.000596048,0.0000224135,0.00002915351,0.00007521768,6.695397e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005364402,"about_ca_system_score_gemma":0.0003667248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2813311,"about_ca_topic_score_gemma":0.8248661,"domain_scores_codex":[0.9993272,0.000157765,0.00004317052,0.00009845727,0.0001193741,0.0002540286],"domain_scores_gemma":[0.9990857,0.0004403679,0.0000173283,0.00004402154,0.0003507202,0.00006189847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001072185,0.000003539324,0.00003238188,0.000005303435,0.00003015551,1.914675e-7,0.3136004,3.067088e-7,0.00000209256,0.6838837,0.0008372539,0.001603634],"study_design_scores_gemma":[0.00005887546,0.00003940736,0.008049229,0.000006107996,0.000005344145,1.172259e-7,0.8612571,4.087084e-7,0.00001758111,0.1279034,0.002635988,0.00002651379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1955807,0.04124297,0.00001930404,0.4332514,0.0006595227,0.00135,0.00006637791,0.000021716,0.327808],"genre_scores_gemma":[0.9952925,0.003596083,0.000007199234,0.0001461647,0.0001496092,0.00001884456,1.124463e-7,0.000002639833,0.0007868104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7997119,"threshold_uncertainty_score":0.9997897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5369183106471934,"score_gpt":0.5292290933885072,"score_spread":0.00768921725868621,"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."}}