{"id":"W1890001946","doi":"10.3968/5372","title":"Exploration of Experimental Teaching Reform of Public Finance","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Set (abstract data type); Mathematics education; Teaching method; Public finance; Computer science; Finance; Economics; Psychology; Macroeconomics","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":[0.008458103,0.000272193,0.0003188225,0.0007378486,0.001382362,0.002030595,0.001268474,0.000724478,0.006445543],"category_scores_gemma":[0.0128982,0.0001777873,0.0003383724,0.0006678568,0.003316022,0.002911298,0.001825209,0.0008856251,0.000303774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068918,"about_ca_system_score_gemma":0.003221815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007267518,"about_ca_topic_score_gemma":0.0007062696,"domain_scores_codex":[0.9916956,0.006783856,0.0001632841,0.0004059986,0.0006249938,0.0003263138],"domain_scores_gemma":[0.9902948,0.007040849,0.0004875098,0.001076424,0.0006831404,0.000417208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005654682,0.002955454,0.009398379,0.00104821,0.00003681055,0.0002698803,0.02897073,0.003751644,0.008074422,0.697732,0.003427255,0.2437698],"study_design_scores_gemma":[0.00154969,0.006725612,0.03060099,0.001775528,0.000262821,0.0009339377,0.05544993,0.06874861,0.05044663,0.4596738,0.3236426,0.0001898273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5992812,0.001704423,0.2637433,0.008263681,0.0002756025,0.001644621,0.00014346,0.0004169854,0.1245267],"genre_scores_gemma":[0.9627666,0.0003638842,0.03190241,0.000222859,0.00003707493,0.0005465576,0.00003433903,0.00001778688,0.004108499],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008458103,"threshold_uncertainty_score":0.04473126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288368807985582,"score_gpt":0.4029361563213375,"score_spread":0.3300524682414817,"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."}}