{"id":"W2808330785","doi":"","title":"Ethnicity and Gender Fractured Identities in the Works of Select lndo Canadian lndo American and lndo British Women Writers","year":2009,"lang":"en","type":"dissertation","venue":"Shodhganga","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gender studies; Ethnic group; Sociology; History; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006885743,0.0001565105,0.0003676923,0.0006380925,0.0007061164,0.0007347521,0.0002954402,0.0002562797,0.0001995061],"category_scores_gemma":[0.0001775136,0.0002025091,0.00006185016,0.0005535761,0.0006944977,0.00022114,0.000008217703,0.0005117099,0.000002340435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008636639,"about_ca_system_score_gemma":0.001373088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868293,"about_ca_topic_score_gemma":0.9998191,"domain_scores_codex":[0.9982666,0.0002990506,0.0002540467,0.000303522,0.0003776235,0.0004991982],"domain_scores_gemma":[0.9992115,0.0001108122,0.0001794879,0.0001505109,0.00007964218,0.0002680149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007439792,0.00007552004,0.004643562,0.0002800708,0.0001372568,0.000273153,0.7233273,0.000004014102,0.0000524895,0.001414912,0.05009064,0.2196267],"study_design_scores_gemma":[0.0003934588,0.00007205762,0.7051796,0.0001953122,0.00008457809,0.00001132808,0.1498034,0.000002031356,0.000003776831,0.003962407,0.1397221,0.0005699369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643617,0.007224677,8.390092e-7,0.0003313276,0.0002740899,0.0003403772,0.00009284014,0.00001724876,0.02735687],"genre_scores_gemma":[0.9883034,0.004153776,0.00002027091,0.0008528985,0.0001570862,0.00002768652,0.0001050095,0.00001993839,0.006359892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7005361,"threshold_uncertainty_score":0.8258081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009880678458335228,"score_gpt":0.2583858875722826,"score_spread":0.2485052091139474,"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."}}