{"id":"W1746133205","doi":"10.3968/6288","title":"Deviation and Rectification of Education for College Students’ Ideal and Belief From the Perspective of New Media: A Case Study of “the Hongyan Spirit”","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideal (ethics); Perspective (graphical); Sociology; China; Utterance; Order (exchange); Mathematics education; Epistemology; Aesthetics; Computer science; Psychology; Political science; Law; Artificial intelligence; Business; Art; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987339,0.0002436383,0.0002151497,0.0006797159,0.00955828,0.004161626,0.001059243,0.001580451,0.003081242],"category_scores_gemma":[0.004652548,0.0002126577,0.0002890771,0.0007401645,0.00572784,0.002026488,0.003624271,0.002868905,0.0002431582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004782534,"about_ca_system_score_gemma":0.004447005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227419,"about_ca_topic_score_gemma":0.0460012,"domain_scores_codex":[0.9980071,0.00120494,0.00005202944,0.00009509888,0.000189036,0.0004518722],"domain_scores_gemma":[0.9970641,0.001406717,0.0003100744,0.0002244374,0.000293059,0.0007016268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000753462,0.000490651,0.03173566,0.00006071676,0.00001118365,0.01184006,0.9123938,0.0001769624,0.0008731082,0.02333293,0.001708144,0.01730143],"study_design_scores_gemma":[0.0000127741,0.00006303532,0.009324391,0.0000435983,0.00001110109,0.0009839736,0.972647,0.0006010793,0.0005887836,0.001740875,0.01396559,0.0000176798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901698,0.0000486112,0.000365506,0.001508104,0.00001916111,0.00002261152,0.000008668921,0.000003339452,0.00785425],"genre_scores_gemma":[0.9978052,0.00005502289,0.0002135265,0.00009604146,0.000004697629,0.000007877701,0.000005456776,0.000003027731,0.001809202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227419,"threshold_uncertainty_score":0.045219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930492738991544,"score_gpt":0.4168740404030574,"score_spread":0.3375691130131419,"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."}}