{"id":"W2110034354","doi":"10.1177/089124301015003007","title":"MULTIPLE IDENTITIES... MULTIPLE MARGINALITIES","year":2001,"lang":"en","type":"article","venue":"Gender & Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ethnic group; Race (biology); Gender studies; Construct (python library); Sociology; Field (mathematics); Boundary (topology); Class (philosophy); Identity (music); Nationalism; Epistemology; Political science; Politics; Anthropology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004220518,0.00009887577,0.0001341272,0.00007232648,0.002027499,0.0004398418,0.0002597067,0.0001334616,0.002635472],"category_scores_gemma":[0.0001029217,0.0001380738,0.0002838106,0.0002677192,0.0007126633,0.0003633981,0.00004401854,0.0001599527,0.0003766982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009589482,"about_ca_system_score_gemma":0.00056577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3190229,"about_ca_topic_score_gemma":0.6707001,"domain_scores_codex":[0.9986089,0.00008383054,0.0001598295,0.0002340673,0.0004254104,0.0004879115],"domain_scores_gemma":[0.9993588,0.00009676992,0.00005644897,0.0001977773,0.00008654929,0.0002036155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008325018,0.0000592383,0.02735334,0.00003490723,0.00007780064,0.0000222259,0.2339622,0.00001218925,0.00008480083,0.008258237,0.7280064,0.002120328],"study_design_scores_gemma":[0.0002763598,0.000004257136,0.006844892,0.000003916275,0.00001335747,0.000002738288,0.05966133,0.00003552101,0.000003894626,0.001574472,0.9314048,0.0001745211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5415686,0.005900315,0.001448601,0.003019411,0.003518792,0.0006312162,0.0001506032,0.0006764834,0.4430859],"genre_scores_gemma":[0.8565777,0.002239225,0.0004498947,0.001167818,0.0008238069,0.00002538412,0.00001725414,0.0000210379,0.1386779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516772,"threshold_uncertainty_score":0.9992718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044846288333467,"score_gpt":0.254110216593561,"score_spread":0.2136617537102263,"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."}}