{"id":"W4384915701","doi":"10.23977/aetp.2023.070705","title":"Innovation of Ideological and Political Education Approaches in Universities under the Campus New Media Environment","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; New media; Political education; Politics; The Internet; Public relations; Sociology; Quality (philosophy); Political science; Law; Epistemology; Computer science","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":[0.000355385,0.00006520982,0.0001097499,0.0004837706,0.0001000904,0.000004163071,0.0001291635,0.0002167423,0.00008748543],"category_scores_gemma":[0.0002351958,0.00005199225,0.000008432329,0.001113078,0.001866823,0.0001150865,0.00003733623,0.0001950574,0.000007820619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000622702,"about_ca_system_score_gemma":0.0003126389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043474,"about_ca_topic_score_gemma":0.0002698192,"domain_scores_codex":[0.9991602,0.0001244353,0.0001986674,0.0001972427,0.00007991806,0.0002395674],"domain_scores_gemma":[0.9991243,0.0006701357,0.00005597477,0.00008728778,0.00002288484,0.00003942414],"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":[0.000009087753,0.00008519003,0.06331725,0.00000396672,0.000001719784,1.698128e-7,0.001014721,0.00000657791,0.000006764501,0.92517,0.0001117522,0.0102728],"study_design_scores_gemma":[0.00008382404,0.00001952076,0.3089502,0.000005406654,0.000001940564,0.000002861029,0.02072238,0.000002308891,0.00000423094,0.6632301,0.006938352,0.00003888239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252922,0.001504802,0.00009321317,0.1634529,0.0002678203,0.0001167335,0.000001700732,0.00001744577,0.009253123],"genre_scores_gemma":[0.9969925,0.0009988321,0.0004671131,0.0009260199,0.00009799546,0.00003222905,0.00001613629,0.000002228738,0.000466897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2619399,"threshold_uncertainty_score":0.6878388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980342149555367,"score_gpt":0.3769022177912787,"score_spread":0.327098796295725,"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."}}