{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006699451,0.0006722513,0.0004976409,0.004895878,0.007859472,0.008704728,0.002833148,0.001652106,0.00686251],"category_scores_gemma":[0.006944374,0.0003672249,0.000772321,0.007307647,0.01921951,0.004562212,0.003304487,0.001739983,0.0005057718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06031512,"about_ca_system_score_gemma":0.03468307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6985571,"about_ca_topic_score_gemma":0.5997974,"domain_scores_codex":[0.9955048,0.002065972,0.0001455686,0.0003334658,0.001207515,0.0007426258],"domain_scores_gemma":[0.9955747,0.002089481,0.0003517705,0.0003146465,0.0011505,0.0005188871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002119229,0.000004314395,0.0002890621,0.00001540817,0.000001476785,0.00001750942,0.002009436,0.0005484095,0.00000762391,0.9942531,0.0007286118,0.002122881],"study_design_scores_gemma":[0.00001752289,0.00001282246,0.00182588,0.0004425271,0.00002379747,0.0001213521,0.01813534,0.01165641,0.0001183669,0.8829894,0.08461281,0.00004369559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0607445,0.01133413,0.06095714,0.06061597,0.0003197498,0.0001359028,0.0003940412,0.00009802681,0.8054006],"genre_scores_gemma":[0.9488198,0.009353335,0.01920798,0.0020245,0.00008162217,0.0001753172,0.0001941936,0.00003825842,0.02010486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3014429,"threshold_uncertainty_score":0.6064363,"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."}}