{"id":"W4414546530","doi":"10.1007/978-981-96-1816-3_5","title":"Emma in Bollywood: The Small World of Aisha","year":2025,"lang":"en","type":"book-chapter","venue":"Asia-Pacific and literature in English","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Jerome's University","funders":"","keywords":"Colonialism; Westernization; Identity (music); Post colonialism; Subaltern; Style (visual arts); Postcolonial literature; World literature","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001984202,0.0004387132,0.0005975258,0.0004334864,0.000104581,0.0003530349,0.0002983175,0.00037119,0.0007884197],"category_scores_gemma":[0.00006214165,0.0002942324,0.0001702136,0.0001045672,0.0002895875,0.0001251072,0.00007036993,0.001249346,0.000006354039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536558,"about_ca_system_score_gemma":0.00005564191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079003,"about_ca_topic_score_gemma":0.002536932,"domain_scores_codex":[0.9985136,0.00004262481,0.0005471626,0.0004410391,0.0001800173,0.0002755569],"domain_scores_gemma":[0.9989731,0.0001345475,0.0001845166,0.0004185414,0.0002353433,0.00005394952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004803386,0.00002735983,0.0001786331,0.0002357959,0.00004859253,0.00007682648,0.1684826,2.971813e-7,4.433691e-7,0.770962,0.05675376,0.003185626],"study_design_scores_gemma":[0.0004189367,0.00003396091,0.00007689742,0.002083669,0.00004514435,0.000003210788,0.01777079,0.000001500716,0.000002349806,0.01042436,0.9688424,0.0002967677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002781636,0.01278538,2.285242e-7,0.0004357432,0.001092901,0.0003910952,0.0003371273,0.00004421599,0.9846352],"genre_scores_gemma":[0.09673675,0.0002242695,0.00001848531,0.0001997526,0.001329171,0.00002455037,0.0002049305,0.00003509107,0.901227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9120886,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050146384112318,"score_gpt":0.183406800931561,"score_spread":0.1729053370904378,"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."}}