{"id":"W2279020146","doi":"","title":"Socio cultural study of Gujarati diaspora with special reference to England, America and Canada","year":2013,"lang":"en","type":"dissertation","venue":"INFLIBNET","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gujarati; Diaspora; Geography; Anthropology; History; Library science; Gender studies; Sociology; Art; Computer science; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004644268,0.0001981755,0.0003050068,0.001865046,0.009647602,0.002182634,0.0005979936,0.0004107982,0.002722039],"category_scores_gemma":[0.001110162,0.0001972158,0.0001419616,0.004350672,0.002571349,0.0006519234,0.002131671,0.0006174071,0.00022747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01437646,"about_ca_system_score_gemma":0.01597585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346818,"about_ca_topic_score_gemma":0.97449,"domain_scores_codex":[0.9995778,0.0001098626,0.00001514604,0.00003428987,0.00004251719,0.0002203285],"domain_scores_gemma":[0.999216,0.0002013379,0.00009205567,0.00002721386,0.0002015444,0.0002618396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000866222,0.00009324152,0.1165212,0.0001383018,0.00001593164,0.002259085,0.8572644,0.00006025139,0.001640236,0.005897524,0.002090808,0.01393233],"study_design_scores_gemma":[0.000002584881,0.00002515196,0.1939324,0.00004795433,0.000008460383,0.0002291035,0.792727,0.00003708395,0.0001218442,0.00008922597,0.01276797,0.00001123123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936864,0.0004293688,0.00003508859,0.0002933715,0.000009910471,0.00001969647,0.0001283377,0.00000251857,0.00539528],"genre_scores_gemma":[0.9922211,0.001110547,0.0001384841,0.0002003657,0.000005664143,0.00003466804,0.0001261061,0.000005892428,0.00615721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06531823,"threshold_uncertainty_score":0.1314058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146731935366824,"score_gpt":0.2998497557342542,"score_spread":0.2783824363805859,"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."}}