{"id":"W1874347405","doi":"10.3968/6331","title":"Review and Prospects of the Impact of Social Environment on Ideological and Political Education","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Political education; Politics; Function (biology); Sociology; Social change; Focus (optics); Period (music); Social science; Political science; Economic growth; Economics","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":[0.0007280253,0.00007324063,0.0001848197,0.0000394772,0.0002729818,0.00001373556,0.0001992081,0.00007420919,0.0002002255],"category_scores_gemma":[0.0004849375,0.00004736155,0.0000541422,0.0003667642,0.003562671,0.0001179042,0.00005852608,0.00008126948,0.000002764616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326711,"about_ca_system_score_gemma":0.001930013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396573,"about_ca_topic_score_gemma":0.000001955148,"domain_scores_codex":[0.9988089,0.0001735542,0.0002298833,0.0001705103,0.0003909159,0.0002262359],"domain_scores_gemma":[0.9992321,0.00007624947,0.0001877865,0.00008133626,0.0002376027,0.0001849302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004595399,0.0003317807,0.009657205,0.00004537904,0.00000223924,4.233509e-9,0.00261831,5.931641e-8,0.0001441719,0.9846522,0.001653025,0.0008910102],"study_design_scores_gemma":[0.00006359516,0.0001122653,0.9380802,0.00005161809,0.00002551503,3.577222e-7,0.001187999,2.215482e-7,0.0001487493,0.05347124,0.006790958,0.00006730238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827458,0.001312399,9.399905e-7,0.0190411,0.0003942457,0.0004811627,0.000007122735,0.000008105095,0.151297],"genre_scores_gemma":[0.9976983,0.00006642957,0.00005408531,0.0007271385,0.0002116859,0.0000169697,0.000001120358,0.000002126387,0.001222149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.931181,"threshold_uncertainty_score":0.9991491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783212923637881,"score_gpt":0.4071889660090058,"score_spread":0.359356836772627,"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."}}