{"id":"W2806947405","doi":"10.3968/10257","title":"A Stylistic Analysis of Arundhati Roy’s The Ministry of Utmost Happiness","year":2018,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Literary Theory and Cultural Hermeneutics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Christian ministry; Psychology; Snapshot (computer storage); Sociology; Literature; Social psychology; Philosophy; Computer science; Art; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001098841,0.00009835881,0.0002690742,0.00006915639,0.0001137158,0.00003636372,0.00009931937,0.00002772282,0.000192642],"category_scores_gemma":[0.00002893012,0.00005136346,0.00005774261,0.0002209921,0.0009024047,0.00007040544,0.00005364213,0.00007458039,4.845426e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003357488,"about_ca_system_score_gemma":0.000004362015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311073,"about_ca_topic_score_gemma":0.0003320439,"domain_scores_codex":[0.9994639,0.00004722293,0.0002108696,0.0001114127,0.00007030267,0.00009628448],"domain_scores_gemma":[0.9995254,0.0001279804,0.00008447935,0.0001639298,0.00008608223,0.00001207798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005239315,0.00003183706,0.0002928132,0.0001535106,0.0005728766,0.000007014662,0.7277768,5.241506e-7,0.0001413303,0.2698865,0.0002039473,0.0008804502],"study_design_scores_gemma":[0.001130798,0.0005836103,0.00755133,0.001208454,0.002459717,0.000009463003,0.8408661,0.0002155412,0.001325533,0.01593938,0.1280919,0.0006181612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996343,0.01319897,4.33776e-7,0.00006871558,0.0001643255,0.00007207485,0.0001429973,0.000007375921,0.08671083],"genre_scores_gemma":[0.9938211,0.0001016103,0.0000165429,0.0002471012,0.0001756337,0.000005007475,0.00002613878,0.000003551332,0.005603276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2539471,"threshold_uncertainty_score":0.3324948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014442919391201,"score_gpt":0.3059451134264349,"score_spread":0.2758006842325229,"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."}}