{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920741,0.0002034086,0.0002728874,0.0001248697,0.0004357136,0.0003961183,0.0001256948,0.0001370587,0.0004664173],"category_scores_gemma":[0.00007014988,0.0001840734,0.0001850785,0.0000641016,0.0000638975,0.002813809,0.00001715755,0.0002316463,0.00005918035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006898905,"about_ca_system_score_gemma":0.00001761262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236839,"about_ca_topic_score_gemma":0.01386812,"domain_scores_codex":[0.9985682,0.00008346383,0.0005073718,0.0002684176,0.0004152016,0.0001572989],"domain_scores_gemma":[0.9988467,0.00003076029,0.0005167553,0.0001521559,0.0004277842,0.00002591678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001253767,0.0001365183,0.0005349198,0.002152486,0.0002353978,0.000004519063,0.2039617,0.0001725516,0.005571951,0.7660257,0.006941735,0.01413717],"study_design_scores_gemma":[0.003191427,0.000750412,0.09059479,0.0103813,0.002375774,0.00002143066,0.4883473,0.001541741,0.04466934,0.09164131,0.2624155,0.004069673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562571,0.0002493557,0.0001127594,0.00007160569,0.004225887,0.0003036316,0.00001852316,0.000149061,0.1386121],"genre_scores_gemma":[0.9730907,0.0002593877,0.00006730075,0.00001566206,0.001953473,0.00005850826,0.003138263,0.00002852438,0.02138816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6743844,"threshold_uncertainty_score":0.7738739,"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."}}