{"id":"W7164931974","doi":"10.1080/17153379.2008.12556262","title":"The State, Development and Identity in Multi-Ethnic Societies: Ethnicity, Equity and Nation.","year":2008,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Equity (law); Identity (music); Social equality; Equity crowdfunding","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001317676,0.0001107381,0.0001473852,0.00003734186,0.001869103,0.00009682994,0.0001450148,0.00006399753,0.00001335784],"category_scores_gemma":[0.0001831549,0.00008699307,0.00002308189,0.0002320141,0.0007838046,0.0003115381,0.000306434,0.0001262815,0.00001493472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689624,"about_ca_system_score_gemma":0.0001865485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004673208,"about_ca_topic_score_gemma":0.03730083,"domain_scores_codex":[0.9988388,0.00009187443,0.000239096,0.0002316631,0.0002816721,0.0003169256],"domain_scores_gemma":[0.999515,0.000190126,0.00007706733,0.00007176737,0.0000673472,0.00007872221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000156881,0.00009658512,0.0647087,0.00003693886,0.00007142273,0.000008314525,0.8987975,0.000003274775,0.0000103817,0.005746512,0.005884999,0.02461971],"study_design_scores_gemma":[0.0004535581,0.000008708826,0.1829412,0.00001700748,0.000003499368,0.000001984066,0.7804379,0.00001905946,0.00003041747,0.00571845,0.03012143,0.0002467606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4044017,0.01633045,0.0007818935,0.002798877,0.0007182383,0.001002169,0.00001081443,0.0001826092,0.5737733],"genre_scores_gemma":[0.9774468,0.01485814,0.0008082073,0.00002783957,0.00002658218,0.00003613556,0.000001822524,0.000005202221,0.006789299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5730451,"threshold_uncertainty_score":0.9994303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112030259248179,"score_gpt":0.357100483101316,"score_spread":0.2450702238531369,"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."}}