{"id":"W1540140938","doi":"","title":"Demography and Democracy: Essays on Nationalism, Gender, and Ideology, Himani Bannerji","year":2015,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ideology; Nationalism; Democracy; Sociology; Gender studies; Political science; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005312053,0.00006885402,0.00009522072,0.0001410757,0.001557283,0.000070879,0.0001285206,0.00003615753,0.000007683213],"category_scores_gemma":[0.0005932049,0.00005363363,0.00002747456,0.0001465084,0.0002182078,0.00007898692,0.000006947842,0.00009284516,7.963267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611806,"about_ca_system_score_gemma":0.0009790881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02084398,"about_ca_topic_score_gemma":0.101282,"domain_scores_codex":[0.9993228,0.00008960905,0.0001426158,0.0001067734,0.0001539582,0.000184295],"domain_scores_gemma":[0.9987453,0.0001644506,0.0001103776,0.0000709165,0.0005309354,0.0003780194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005598295,0.0001564813,0.3042125,0.0000123809,0.0002566137,0.000001825811,0.4288165,0.00001286294,8.167314e-7,0.1783371,0.04568091,0.0424561],"study_design_scores_gemma":[0.0007112378,0.0002948246,0.204918,0.00001628819,0.00008973204,0.00001184022,0.7169324,0.00001245724,6.641946e-7,0.03170493,0.04519843,0.0001091394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727263,0.00168581,0.00002531469,0.01498984,0.001621706,0.0005774164,0.00001033426,0.000005101584,0.008358109],"genre_scores_gemma":[0.9985355,0.00008120501,0.00006476071,0.0006079591,0.0004019792,0.00002311062,0.000001292393,0.000005769084,0.0002784422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881159,"threshold_uncertainty_score":0.9997426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05476714240399122,"score_gpt":0.3351337515462016,"score_spread":0.2803666091422104,"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."}}