{"id":"W6996161792","doi":"","title":"A Question of Identity: Exploring Cultural Assimilation Through Writing Fiction","year":2014,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Cultural Identity and Representation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exposition (narrative); Betrayal; Meaning (existential); Simple (philosophy); Point (geometry); Creative writing; Process (computing); Cultural assimilation; Work (physics)","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":[0.006702009,0.0006000243,0.0005529001,0.002256197,0.01554873,0.01951039,0.00183451,0.002169827,0.003651338],"category_scores_gemma":[0.01602103,0.0003729593,0.0004427499,0.001564526,0.03399019,0.0116666,0.01064386,0.004619007,0.0006740775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005830995,"about_ca_system_score_gemma":0.002417064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500444,"about_ca_topic_score_gemma":0.004762562,"domain_scores_codex":[0.99046,0.007290167,0.0001385654,0.0006055706,0.0009614127,0.0005441654],"domain_scores_gemma":[0.9886841,0.008522493,0.0007114459,0.0007776119,0.0008113128,0.0004930425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001300317,0.00001937794,0.0005108585,0.00002817742,0.000002577162,0.0002022853,0.9656556,0.00001824177,0.0001526232,0.03014485,0.0005500224,0.002702377],"study_design_scores_gemma":[0.00001433936,0.00005123491,0.002177243,0.0002379768,0.00001242647,0.0004995893,0.9161143,0.0002655229,0.0007067926,0.01653506,0.06336314,0.00002241434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6919302,0.00199553,0.008262702,0.00931803,0.0005292069,0.0001387108,0.00008321743,0.00006370238,0.2876786],"genre_scores_gemma":[0.9879138,0.000410744,0.001276474,0.0005379813,0.00008631672,0.00008483396,0.00003852151,0.00006638499,0.009584927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951039,"threshold_uncertainty_score":0.04230696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341999385293217,"score_gpt":0.3375929589833429,"score_spread":0.2033930204540212,"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."}}