{"id":"W2524123007","doi":"","title":"Canadian india bilateral association a study in select 21st century literary narratives with humanistic concerns","year":2013,"lang":"en","type":"dissertation","venue":"INFLIBNET","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Narrative; Humanism; Association (psychology); Literature; Gender studies; History; Psychology; Sociology; Art; Political science; Psychotherapist; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001292389,0.0003588549,0.0003921617,0.0005421769,0.0004505038,0.000412176,0.0002064923,0.0002169723,0.004477506],"category_scores_gemma":[0.00001157397,0.0003264398,0.00005601052,0.0000864215,0.00003947729,0.0003880981,0.000006411346,0.0006047611,0.0002576856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009779419,"about_ca_system_score_gemma":0.0005943913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07175326,"about_ca_topic_score_gemma":0.851355,"domain_scores_codex":[0.998408,0.0001702977,0.0003842739,0.0003534701,0.0002744509,0.0004095422],"domain_scores_gemma":[0.9991333,0.00004898148,0.000323837,0.0001836384,0.0001806467,0.0001296326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007299698,0.0001310222,0.02412324,0.00009178199,0.0001702424,0.00008976478,0.9601829,0.000001384317,0.000002864354,0.01155231,0.003468885,0.0001126375],"study_design_scores_gemma":[0.001561573,0.001328951,0.0898684,0.0005291571,0.000133251,0.000002114921,0.05240957,0.000002601008,0.000005679242,0.003512859,0.8491712,0.001474621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197926,0.0003361763,4.090251e-9,0.0000349577,0.001053695,0.0008872521,0.0002793836,0.00004406726,0.1775718],"genre_scores_gemma":[0.9573878,0.000008160317,0.000002601992,0.0002689844,0.0009674793,0.00019246,0.002621119,0.00005833946,0.03849305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9077733,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146250074861431,"score_gpt":0.2226646231536405,"score_spread":0.2080396156674974,"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."}}