{"id":"W1990572685","doi":"10.5539/ass.v4n11p64","title":"On the Construction of “Sunny Finance” Frame in China","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); China; Finance; Frame (networking); Public finance; Democracy; Business; Economics; Political science; Computer science; Macroeconomics; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003776069,0.0000831965,0.0001072077,0.0001498913,0.0002753506,0.0001618879,0.0003948899,0.00004025266,0.00002715584],"category_scores_gemma":[0.0002865362,0.00006614932,0.00003730234,0.001817589,0.0006397087,0.000956129,0.00005478997,0.0001350759,0.00004838214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304736,"about_ca_system_score_gemma":0.0000437216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007837558,"about_ca_topic_score_gemma":0.00001699053,"domain_scores_codex":[0.9990817,0.000003590549,0.0001564013,0.0002050301,0.0003013781,0.0002518621],"domain_scores_gemma":[0.9996528,0.00001382069,0.0001677214,0.0001127232,0.00004900483,0.000003926748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000005956053,0.00002456897,0.00132611,0.000003364774,3.388077e-7,0.000001155098,0.0001069685,9.428175e-7,0.0004327183,0.8988368,0.0003712835,0.09888983],"study_design_scores_gemma":[0.0001065265,0.00001632409,0.6775541,0.00004870105,0.000001769027,6.503924e-7,0.0002281561,0.0001011261,0.0004121865,0.3186589,0.002759365,0.0001122017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.48829,0.000004482087,0.0001207348,0.004114639,0.0001610788,0.0001003818,9.211826e-7,0.00002351948,0.5071843],"genre_scores_gemma":[0.9989952,0.000001348938,0.00009442236,0.0007000284,0.0001328193,0.000002813541,4.749925e-7,0.000003559129,0.00006934384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6762279,"threshold_uncertainty_score":0.2697491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831936978861336,"score_gpt":0.2255992783197587,"score_spread":0.2172799085311454,"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."}}