{"id":"W2384596559","doi":"","title":"Theoretical Models in Domestic Ethnic Research Advanced by Canadian Scholars","year":2010,"lang":"en","type":"article","venue":"Journal of Chuxiong Normal University","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Ethnic conflict; Sociology; Social science; Sociological research; Epistemology; Anthropology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002254451,0.00004428943,0.0001136678,0.001755209,0.0008541375,0.0000971005,0.0004462408,0.0001502947,0.001022686],"category_scores_gemma":[0.0003933268,0.00005808567,0.00006245054,0.0007066455,0.001125957,0.001055232,0.00002583008,0.001344498,0.00001643234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680968,"about_ca_system_score_gemma":0.004380979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6771736,"about_ca_topic_score_gemma":0.9897008,"domain_scores_codex":[0.9986689,0.000276722,0.0001291196,0.00008715574,0.0004675818,0.0003705209],"domain_scores_gemma":[0.9987373,0.0001413089,0.00006415812,0.00008993133,0.0003160079,0.0006512303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001225815,0.00007971896,0.001271308,0.000007321471,0.00001550084,0.001088195,0.009999936,0.0002006276,0.0005289681,0.9696245,0.01017874,0.006882647],"study_design_scores_gemma":[0.001449417,0.0001242475,0.02202972,0.00006521218,0.0000243295,0.00004442528,0.01156913,0.0001458766,0.00001258849,0.0244055,0.9398589,0.0002706948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682544,0.0001075263,0.00001912996,0.002445048,0.0003934951,0.00006447452,0.00001258606,0.000004522794,0.1286988],"genre_scores_gemma":[0.9972584,0.0003313396,0.00009238261,0.00005184829,0.0000680238,5.296778e-8,6.461903e-7,0.000003713724,0.002193545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.945219,"threshold_uncertainty_score":0.9998905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055300675070862,"score_gpt":0.2946160570083541,"score_spread":0.2740630502576455,"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."}}