{"id":"W7058103652","doi":"","title":"Negotiating identity in everyday life : the experiences of Canadian women of South Asian origin / by Raman Preet Dhiman.","year":2017,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Council for Research in the Social Sciences, Columbia University","keywords":"Identity (music); Everyday life; Negotiation; South asia; Ethnic group; Identity negotiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00214316,0.0006558063,0.0006799501,0.0008253071,0.04101637,0.006839592,0.001475616,0.00189429,0.009649511],"category_scores_gemma":[0.002658627,0.0004526885,0.0003885068,0.001843101,0.01387423,0.002533327,0.004291909,0.00577977,0.001137361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02767516,"about_ca_system_score_gemma":0.06332812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580275,"about_ca_topic_score_gemma":0.9808215,"domain_scores_codex":[0.9980493,0.0005177359,0.00003442773,0.0001242476,0.0004146167,0.0008597393],"domain_scores_gemma":[0.9979002,0.000324765,0.0001510351,0.00005331348,0.0004659973,0.001104587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002825144,0.00003199144,0.003881381,0.00005339393,0.00000516787,0.0005079873,0.9708818,0.00001587977,0.000378511,0.00204485,0.01290333,0.009267523],"study_design_scores_gemma":[0.000001390606,0.00001024542,0.003422905,0.00005277763,0.000002798342,0.00008219347,0.9724612,0.000008686258,0.00003780891,0.00009296773,0.02381089,0.00001611069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398354,0.009855684,0.000350123,0.06470878,0.001248888,0.0001150436,0.0003785741,0.00003666775,0.08347078],"genre_scores_gemma":[0.9261355,0.006367196,0.0002963266,0.006879983,0.00006469624,0.00005624038,0.0001081998,0.00005698625,0.06003484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04197246,"threshold_uncertainty_score":0.2007983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096699199522521,"score_gpt":0.2688959688784325,"score_spread":0.2479289768832073,"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."}}