{"id":"W4407811768","doi":"10.1080/1358684x.2024.2445174","title":"When the Subject Becomes the Other: Close Writing for Non-Subsumptive Understanding and Narrative Agency","year":2025,"lang":"en","type":"article","venue":"Changing English","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Simon Fraser University; University of Calgary","funders":"","keywords":"Narrative; Subject (documents); Agency (philosophy); Sociology; Psychology; Pedagogy; Linguistics; Social science; Computer science; Philosophy; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008436491,0.0001438277,0.0001743643,0.0001349097,0.002277714,0.0003072815,0.0001746418,0.00002813773,0.0001966562],"category_scores_gemma":[0.0001375291,0.00008168488,0.0001161265,0.00009901607,0.0003236402,0.0001708985,0.00006019815,0.0001374075,0.000001318675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109226,"about_ca_system_score_gemma":0.00001854775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002642396,"about_ca_topic_score_gemma":0.0004653118,"domain_scores_codex":[0.9992114,0.0001098804,0.0001546735,0.000192414,0.00007744483,0.0002541455],"domain_scores_gemma":[0.9988264,0.0008063108,0.00007983865,0.0001561522,0.0001128391,0.00001843328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001303158,0.000006456055,0.00006318362,0.00001886832,0.0001170972,3.213931e-7,0.5070931,0.000001295317,0.00001464898,0.4907934,0.001407611,0.0004710051],"study_design_scores_gemma":[0.0003300652,0.00003385038,0.00002537452,0.0001463544,0.0001110977,2.171524e-7,0.841931,0.0002867086,0.0002637814,0.1317652,0.02495603,0.0001502857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7744608,0.002412778,0.008626805,0.008786071,0.002115702,0.001749277,0.0001672005,0.0002846855,0.2013967],"genre_scores_gemma":[0.9895688,0.000018386,0.00002032714,0.0006624613,0.0008656767,0.00008415064,0.00000614953,0.00001459952,0.008759405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3590282,"threshold_uncertainty_score":0.9990212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505785428431296,"score_gpt":0.2653555063517274,"score_spread":0.2202976520674144,"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."}}