{"id":"W4415954534","doi":"10.3390/socsci14110650","title":"Identity, Discrimination, and Resilience Among Two-Spirit Indigenous Emerging Adults","year":2025,"lang":"en","type":"article","venue":"Social Sciences","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Circle Cardiovascular Imaging; Université de Montréal","funders":"","keywords":"Indigenous; Identity (music); Sexual identity; Psychological resilience; Distress; Identification (biology); Sample (material); Psychological distress; Race (biology)","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":[0.0006802045,0.0001664979,0.0002712999,0.000495136,0.001551495,0.0008770349,0.0001985076,0.000303298,0.001567777],"category_scores_gemma":[0.001947049,0.0001345394,0.0002370433,0.0003422913,0.0007091424,0.0008101186,0.001429018,0.0007173964,0.00009803824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384328,"about_ca_system_score_gemma":0.000484734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009914011,"about_ca_topic_score_gemma":0.02029768,"domain_scores_codex":[0.9997333,0.00005685789,0.00002080143,0.0000293761,0.00006046376,0.00009926467],"domain_scores_gemma":[0.9994581,0.00005586405,0.0002067815,0.00002652819,0.00004935131,0.0002032761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001087533,0.0004996907,0.9335363,0.00004337125,0.00003266617,0.0004915293,0.05077615,0.00003101206,0.0008309003,0.0004552302,0.0001982028,0.01299623],"study_design_scores_gemma":[0.00001113486,0.000332428,0.889512,0.00007703121,0.00001965357,0.0005792811,0.1079164,0.0001286857,0.0001482338,0.0003427923,0.0009187301,0.00001363044],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996153,0.00003662818,0.000008276339,0.00004314834,0.000002464841,0.000003079562,0.0000044489,2.364124e-7,0.0002863542],"genre_scores_gemma":[0.9997666,0.00005034434,0.00001923587,0.00002339437,0.000001341987,0.000002817432,0.000008246273,2.169489e-7,0.0001277554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009914011,"threshold_uncertainty_score":0.01971263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503630405768305,"score_gpt":0.3668785123093836,"score_spread":0.3518422082517006,"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."}}