{"id":"W1813711836","doi":"10.3968/4955","title":"Analysis on Policies Transformation in College Students Social Practices after Opening and Reforms in China","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Meaning (existential); Social transformation; Transformation (genetics); Political science; Mathematics education; Psychology; Pedagogy; Sociology; Social change; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482973,0.0001328358,0.0002484344,0.001370381,0.002174194,0.001774984,0.0005551192,0.0004378156,0.002415198],"category_scores_gemma":[0.002373738,0.0001344621,0.0003061001,0.00276053,0.001575807,0.001051325,0.001497197,0.0007942424,0.0001145889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008228751,"about_ca_system_score_gemma":0.00964552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1447921,"about_ca_topic_score_gemma":0.1728971,"domain_scores_codex":[0.9986975,0.000217854,0.00009975074,0.0001436545,0.0003087732,0.0005323869],"domain_scores_gemma":[0.9980865,0.0002951014,0.0005043778,0.0001170622,0.000434264,0.0005627436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001139446,0.000192671,0.8415543,0.0001144968,0.00005139541,0.0009510361,0.1063939,0.0005808427,0.001208968,0.0128365,0.001279058,0.03472272],"study_design_scores_gemma":[0.000003482016,0.00004264012,0.9303705,0.00003318556,0.00001288425,0.00002430889,0.064488,0.0004540803,0.0002510294,0.000439746,0.0038682,0.00001196733],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975893,0.00005833944,0.00004631789,0.0003455603,0.000004377207,0.00001249168,0.00005079555,0.000001558535,0.001891258],"genre_scores_gemma":[0.998854,0.00006541042,0.0000308731,0.00003396744,0.00000309238,0.000009114947,0.00006348514,0.000001204311,0.0009388434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447921,"threshold_uncertainty_score":0.2878986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05942614936097147,"score_gpt":0.4703485598945455,"score_spread":0.4109224105335741,"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."}}