{"id":"W4393870545","doi":"10.23977/aetp.2024.080224","title":"Research on the problems and countermeasures of ideological and political education for students in the new era","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Political education; Countermeasure; Political science; Engineering ethics; Mathematics education; Social science; Pedagogy; Sociology; Psychology; Law; Engineering; Aerospace engineering","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":[0.0007398723,0.00005301409,0.00006130843,0.0002035201,0.00008517641,0.00001444248,0.0001768032,0.00008338167,0.00005361325],"category_scores_gemma":[0.0002108023,0.00002992053,0.000006126197,0.0005442981,0.0009211589,0.00009949393,0.00003885412,0.0002754672,0.000003519361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000322706,"about_ca_system_score_gemma":0.00006314254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003557235,"about_ca_topic_score_gemma":0.000133768,"domain_scores_codex":[0.9993176,0.00004830402,0.0001503142,0.00021335,0.0001221389,0.0001482451],"domain_scores_gemma":[0.9990546,0.000785166,0.00001985989,0.0001046476,0.00001821913,0.00001748941],"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":[0.000008275895,0.0001555038,0.1590127,0.00000903947,0.000001908053,6.685423e-8,0.0002499124,0.000001870173,0.00005665445,0.8289862,0.001529454,0.009988357],"study_design_scores_gemma":[0.0000528499,0.00008850489,0.3946533,0.00002246113,9.33238e-7,0.00001568028,0.0006568835,0.000004962932,0.000005958215,0.5817015,0.02277506,0.00002192565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8233083,0.002734783,0.00004084691,0.1694441,0.000150766,0.0002990432,0.000002695371,0.000003708933,0.004015808],"genre_scores_gemma":[0.9971347,0.000514032,0.0003943252,0.001453932,0.00004134162,0.0002833657,0.000004043245,0.000002654324,0.0001715668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472847,"threshold_uncertainty_score":0.3394049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510407914519001,"score_gpt":0.4738451918486636,"score_spread":0.4228044003967635,"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."}}