{"id":"W4384131534","doi":"10.3390/jrfm16070330","title":"Decoding Decentralized Autonomous Organizations: A Content Analysis Approach to Understanding Scoring Platforms","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Documentation; Corporate governance; Content analysis; Process management; Data science; Knowledge management; Risk analysis (engineering); Business; Finance","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":[0.0005897643,0.0000883513,0.0002199528,0.0008802151,0.0002882081,0.00009996125,0.0003871176,0.00004754284,0.000001160175],"category_scores_gemma":[0.00006754811,0.00007577541,0.00007011708,0.003479586,0.00002193891,0.0001520112,0.0002521989,0.0001304859,0.000003516965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206271,"about_ca_system_score_gemma":0.00002263281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107487,"about_ca_topic_score_gemma":0.00001096847,"domain_scores_codex":[0.9990988,0.00001154437,0.0003375201,0.0001878182,0.0001646964,0.0001996726],"domain_scores_gemma":[0.999417,0.0000366672,0.0001986636,0.0002018246,0.00006323154,0.00008257685],"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":[0.000009753948,0.00006549789,0.009978103,0.00001409503,0.0001402713,0.00001907608,0.001563047,0.002931771,0.00000762624,0.929729,0.0001753525,0.05536638],"study_design_scores_gemma":[0.003443974,0.0003114829,0.3320762,0.0001400719,0.001384177,0.00007490133,0.006374632,0.272685,0.0002351439,0.3668014,0.01553007,0.0009430316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1208807,0.000114926,0.8783761,0.00021916,0.00009274269,0.0001419389,0.00000148666,0.00006734685,0.0001056026],"genre_scores_gemma":[0.9362512,0.001080113,0.06254862,0.00006651181,0.00002153349,0.000008758795,0.000001114716,0.000004348287,0.0000178021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8158275,"threshold_uncertainty_score":0.3090032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617682544756405,"score_gpt":0.2403924627917005,"score_spread":0.2042156373441364,"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."}}