{"id":"W7032918934","doi":"","title":"In Our Own Words: Asian Mixed-Race Identity in Contemporary Canadian Literature","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Subject (documents); White (mutation); Asian americans; Race (biology); Identity formation; Asian studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001294396,0.0002824674,0.000415853,0.001381304,0.0006981922,0.0002788358,0.0005597075,0.0006810676,0.0001361218],"category_scores_gemma":[0.00008034291,0.0003322025,0.0001733874,0.00301071,0.00006524967,0.003374687,0.0000926557,0.0007900287,0.00001901535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481019,"about_ca_system_score_gemma":0.003516891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8316949,"about_ca_topic_score_gemma":0.9704049,"domain_scores_codex":[0.9980749,0.0003959491,0.0002030398,0.0004960067,0.0003270903,0.0005029949],"domain_scores_gemma":[0.9991592,0.00005243899,0.0001506631,0.0002570518,0.00008187444,0.0002987592],"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":[0.0001200021,0.00008681553,0.02119632,0.0002056591,0.00008211619,0.00209842,0.06242191,0.00001965073,2.227036e-7,0.06885277,0.8446259,0.0002902323],"study_design_scores_gemma":[0.0003693032,0.00001479609,0.04168776,0.0006652483,0.00002386633,5.819965e-8,0.1584206,9.369168e-7,0.000005286095,0.0009303493,0.7974863,0.0003954828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05410902,0.0006399459,0.000002117113,0.3214906,0.002016545,0.000892419,0.0003396348,0.0001269221,0.6203828],"genre_scores_gemma":[0.4664984,0.0006165789,0.00007105173,0.0001723308,0.0001395368,0.000001866387,0.0006172896,0.00001572519,0.5318672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4123894,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008148665644371838,"score_gpt":0.2436720202770588,"score_spread":0.235523354632687,"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."}}