{"id":"W3028368939","doi":"10.3968/11677","title":"On the Teaching Interactive Paradigm of Network Training for Civil Servants in the New Era: Based on the Perspective of Post-modern “Teaching by proposal” Theory","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connotation; Enlightenment; Paradigm shift; Curriculum; Quality (philosophy); Sociology; Face (sociological concept); Mathematics education; Computer science; Engineering ethics; Pedagogy; Psychology; Social science; Engineering; Epistemology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007313044,0.0001136395,0.0001494604,0.00007937158,0.002091593,0.00009376774,0.001162424,0.00005335233,0.0000342478],"category_scores_gemma":[0.006738816,0.00006925364,0.00006631205,0.0008718616,0.001212173,0.0002127086,0.00002159377,0.0006026959,7.426384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473105,"about_ca_system_score_gemma":0.005114543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03028238,"about_ca_topic_score_gemma":0.03663492,"domain_scores_codex":[0.9974874,0.001054606,0.0001923933,0.0002716513,0.0005523109,0.0004416253],"domain_scores_gemma":[0.996421,0.002913812,0.0002115752,0.0001356572,0.0002111483,0.0001068302],"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":[0.00002217945,0.00001345328,0.00008974836,0.000001225974,0.000004271184,2.006107e-7,0.2723979,0.000007666649,0.0001708105,0.7202958,0.004520399,0.002476301],"study_design_scores_gemma":[0.0001491381,0.0002344502,0.001711166,0.0001237787,0.00001044528,1.518194e-7,0.4593545,0.0008493494,0.000295765,0.5306971,0.00637079,0.0002033742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1225507,0.00003525752,0.003574349,0.5256882,0.0003356872,0.002736252,0.0001369838,0.0000392953,0.3449032],"genre_scores_gemma":[0.985408,4.003792e-7,0.0002959134,0.01386774,0.0003348752,0.00004752267,0.000002049398,0.000008998019,0.00003450021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8628573,"threshold_uncertainty_score":0.9992076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318757506251725,"score_gpt":0.3529426198739527,"score_spread":0.3097550448114355,"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."}}