{"id":"W4387756147","doi":"10.23977/aetp.2023.071316","title":"The effectiveness of ideological and political education in universities from the perspective of volunteer services","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Perspective (graphical); Politics; Public relations; China; Order (exchange); Political education; Globalization; Volunteer; Sociology; Political science; Law; Business","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":[0.0004117962,0.00004608049,0.00009075149,0.0001224083,0.0001243198,0.00000405815,0.0001677742,0.0001091019,0.00001110209],"category_scores_gemma":[0.0003344501,0.00003048157,0.00001059752,0.0005347876,0.001693552,0.00009107566,0.00003030246,0.0001121647,0.000001589715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005141466,"about_ca_system_score_gemma":0.0001969932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118612,"about_ca_topic_score_gemma":0.004487159,"domain_scores_codex":[0.9992804,0.0002771277,0.0001118122,0.0001410272,0.00005751368,0.0001321042],"domain_scores_gemma":[0.9980118,0.001702622,0.00005130078,0.00008212372,0.0001341365,0.00001803474],"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":[0.00002957293,0.00004905192,0.179551,0.000005131893,0.000003961175,8.318603e-8,0.004614464,9.465227e-7,0.0000320187,0.8148742,0.00003154182,0.0008080297],"study_design_scores_gemma":[0.00008326396,0.00001106613,0.495464,0.00001852665,0.000002040786,8.821233e-7,0.1193512,9.241174e-7,0.00000882382,0.3803155,0.004723833,0.00001988253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399593,0.004372138,0.000001286495,0.04968212,0.0004226761,0.0001282675,0.000005819818,0.000009105363,0.005419221],"genre_scores_gemma":[0.9977734,0.001789225,0.00007432243,0.0002001737,0.00002788967,0.00002376906,0.000005483773,0.000001261824,0.0001044648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4345586,"threshold_uncertainty_score":0.6239964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095517294609827,"score_gpt":0.3970894773020797,"score_spread":0.387537747841097,"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."}}