{"id":"W4392751366","doi":"10.23977/aetp.2024.080204","title":"Research on network ideological and political education under the background of 5G","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Political science; Sociology; Political economy; Economic geography; Geography; Law","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":[0.0004703375,0.00006551853,0.00007429444,0.0002135061,0.0001295789,0.000009558519,0.0001434818,0.0001323729,0.0004045757],"category_scores_gemma":[0.00004116903,0.00004350894,0.000009680602,0.001122419,0.001699362,0.0001353313,0.00004948574,0.0003896031,0.00004698612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005989591,"about_ca_system_score_gemma":0.00009093822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002298785,"about_ca_topic_score_gemma":0.00005806434,"domain_scores_codex":[0.9991608,0.00005583878,0.0001771788,0.0002713545,0.0001109407,0.0002239444],"domain_scores_gemma":[0.9991372,0.0006335373,0.00002314627,0.0001536614,0.00002319089,0.00002921273],"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":[0.00000650649,0.0001401106,0.03537801,0.00000507921,0.000002980072,1.425686e-7,0.00001934638,0.00003006642,0.00003692324,0.9541709,0.002263785,0.007946079],"study_design_scores_gemma":[0.00002757909,0.00006615578,0.318926,0.0000163175,0.000001202694,0.00002862854,0.000696916,0.00000659285,0.000006308851,0.6369291,0.04326336,0.00003181893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.81731,0.00507273,0.00009152423,0.1103849,0.0005833528,0.0001205454,0.00000191793,0.00001246248,0.06642255],"genre_scores_gemma":[0.9961218,0.0006110162,0.000828116,0.001738994,0.0001197786,0.000102075,0.00000664674,0.000004335399,0.0004672548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3172419,"threshold_uncertainty_score":0.6261369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688878862497686,"score_gpt":0.456614997179831,"score_spread":0.4097262085548541,"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."}}