{"id":"W4308532214","doi":"10.3390/jrfm15110516","title":"Blockchain Platforms in Energy Markets—A Critical Assessment","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Database transaction; Standardization; Transaction cost; Distributed ledger; Service provider; Business; Atomicity; Business model; Industrial organization; Service (business); Computer science; Computer security; Marketing; Finance; Database","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":[0.0009866212,0.00007918134,0.0001622946,0.0003335767,0.0002398677,0.0000284998,0.0005060901,0.00003674622,0.00001620874],"category_scores_gemma":[0.00002622052,0.00007264879,0.00004958323,0.0004130442,0.00004284694,0.00006558781,0.0005914483,0.0003752447,2.836013e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007568209,"about_ca_system_score_gemma":0.00003383338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001808445,"about_ca_topic_score_gemma":0.00001389657,"domain_scores_codex":[0.9990396,0.00004503519,0.0003276544,0.0001615488,0.0002521466,0.0001739376],"domain_scores_gemma":[0.9995075,0.00007594613,0.000141143,0.0001983928,0.00003029399,0.00004671721],"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":[0.00001299162,0.000160747,0.001536624,0.000005248546,0.00000421236,0.0001221625,0.0001324096,0.0001495427,0.000001618866,0.7258249,0.000448547,0.271601],"study_design_scores_gemma":[0.001175544,0.0003662629,0.09048937,0.00001929006,0.00002415823,0.0001566345,0.0004239225,0.02914726,0.0000191999,0.6377769,0.2401738,0.0002276975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1161108,0.0007775638,0.8808801,0.001248499,0.0003047674,0.00008086276,0.000004855752,0.0000192694,0.0005733135],"genre_scores_gemma":[0.9728874,0.0005887924,0.0262019,0.0002339042,0.00003300768,0.00002894562,2.855622e-7,0.000003174046,0.00002261625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8567765,"threshold_uncertainty_score":0.2962532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004816717042540501,"score_gpt":0.2271442618606529,"score_spread":0.2223275448181124,"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."}}