{"id":"W3204008873","doi":"10.23977/aetp.2021.56016","title":"Research on the Ideological and Political Education of College Students in the New Media Environment","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; New media; The Internet; Vitality; Interactivity; Public relations; Sociology; Politics; Information technology; Pedagogy; Political science; Multimedia; Computer science; World Wide Web","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":[0.001155679,0.00006098798,0.0001092834,0.0001960527,0.0001742208,0.000008088753,0.0003024366,0.0002041989,0.0002909855],"category_scores_gemma":[0.00170842,0.00003869569,0.0000117272,0.0007135777,0.002210977,0.00005229488,0.0000538112,0.0004436917,0.00001213527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004643256,"about_ca_system_score_gemma":0.0003367591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000949262,"about_ca_topic_score_gemma":0.0003461564,"domain_scores_codex":[0.9983208,0.000711712,0.0001944173,0.0002426604,0.0002330174,0.0002974022],"domain_scores_gemma":[0.996505,0.003192717,0.0000321793,0.0001644799,0.00004899742,0.00005659026],"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":[0.00001191372,0.0004795228,0.07571802,0.000002255335,0.000001546624,0.000001007013,0.001001208,2.275755e-7,0.000006182259,0.9184985,0.0006771507,0.003602517],"study_design_scores_gemma":[0.00008006216,0.00004479118,0.3084373,0.000009440711,0.000001323921,0.000007437204,0.01204045,1.097287e-7,0.00001001166,0.6431424,0.03619903,0.00002761138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6106133,0.003205094,0.000006038606,0.358682,0.0002246109,0.0001643784,0.000002501426,0.000003706301,0.02709835],"genre_scores_gemma":[0.9932531,0.001848362,0.0002625794,0.003991103,0.0001427741,0.00009681246,0.000004201777,0.00000185697,0.0003992221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826397,"threshold_uncertainty_score":0.8146436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185921704961903,"score_gpt":0.4946420301788438,"score_spread":0.4327828131292248,"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."}}