{"id":"W2607055506","doi":"","title":"Innovation on Social Transformation and Government Management","year":2017,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Economic system; Order (exchange); Function (biology); Consciousness; Government revenue; China; Management system; Public finance; Urbanization; Revenue; Economics; Economic growth; Finance; Political science; Management","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":[0.002975651,0.0002623146,0.0002852064,0.002092056,0.002951482,0.004384723,0.000485819,0.002120778,0.005800153],"category_scores_gemma":[0.002914861,0.00007762067,0.0003958351,0.001731596,0.02209957,0.003741796,0.003226568,0.001524384,0.0003970253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008042225,"about_ca_system_score_gemma":0.005000479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597611,"about_ca_topic_score_gemma":0.003258934,"domain_scores_codex":[0.9968354,0.001794716,0.00008738851,0.0003211269,0.0004247539,0.0005367073],"domain_scores_gemma":[0.9971361,0.001617303,0.0003901384,0.0001916206,0.0003480645,0.0003167655],"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":[0.000005406736,0.00002317652,0.0005388063,0.00004004956,0.000003586588,0.00006149667,0.002846502,0.0002580829,0.00006636699,0.9835094,0.00123398,0.01141305],"study_design_scores_gemma":[0.00002053797,0.00005871786,0.002949735,0.0002705533,0.000008824086,0.00009856329,0.005241001,0.0009005278,0.0003389659,0.8430751,0.1470176,0.00001992113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09879591,0.02007755,0.0125752,0.09571001,0.001083188,0.0001054892,0.0000496542,0.0000613075,0.7715417],"genre_scores_gemma":[0.9736409,0.006134143,0.001294958,0.002244194,0.000408223,0.00005959664,0.00001525951,0.00001034462,0.0161924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008042225,"threshold_uncertainty_score":0.05835074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06588467618605418,"score_gpt":0.325201530141926,"score_spread":0.2593168539558718,"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."}}