{"id":"W1881173394","doi":"10.3968/7699","title":"The Study of Ideological Education of College Students in Minority Areas of China","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; China; Coping (psychology); Sociology; Public relations; Pedagogy; Political science; Psychology; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.002071983,0.00004257448,0.0001278179,0.00008388417,0.0003491999,0.00001421594,0.0006248873,0.00005535192,0.00002055855],"category_scores_gemma":[0.002030148,0.00003135113,0.0000212054,0.001090929,0.002024377,0.00009065856,0.00003776852,0.00007115712,0.000001395917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640425,"about_ca_system_score_gemma":0.003957415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4479233,"about_ca_topic_score_gemma":0.3866382,"domain_scores_codex":[0.9985625,0.0002346614,0.0002262843,0.0001201455,0.0005736722,0.0002827237],"domain_scores_gemma":[0.9990901,0.000102151,0.0001027905,0.00008396277,0.0003286771,0.0002922941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005197582,0.0002745172,0.7043665,0.000001983882,0.000001220605,2.74362e-7,0.01968616,1.957922e-7,0.000006671392,0.2736074,0.0002581578,0.001791725],"study_design_scores_gemma":[0.00009871886,0.00008781808,0.9078027,0.00000344243,0.000003420932,5.822016e-8,0.08123314,9.258396e-7,0.00001383199,0.009429276,0.001290648,0.00003603872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821522,0.00002552734,1.928759e-7,0.0007083027,0.0002713188,0.0002534945,0.000005593109,0.000001960088,0.1165814],"genre_scores_gemma":[0.9995208,0.000001965861,0.00000772536,0.00005310502,0.0000741391,0.00001008861,3.705927e-7,7.965319e-7,0.0003309669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641781,"threshold_uncertainty_score":0.7458903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192341752463255,"score_gpt":0.3835655170227321,"score_spread":0.3416420994980995,"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."}}