{"id":"W4376611294","doi":"10.3390/app13106027","title":"Detection and Analysis of Ethereum Energy Smart Contracts","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Alberta","keywords":"Smart contract; Computer science; Database transaction; Blockchain; Domain (mathematical analysis); Computer security; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005176411,0.00005344024,0.0001279546,0.0004437563,0.000202521,0.00003534996,0.0004469633,0.00006021744,0.000002757309],"category_scores_gemma":[0.0000117785,0.00004560985,0.00002696886,0.004378243,0.0003177595,0.00006601431,0.0001326086,0.00004525815,0.000004099194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004431125,"about_ca_system_score_gemma":0.00001704889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007525588,"about_ca_topic_score_gemma":0.0001644519,"domain_scores_codex":[0.9992842,0.00001317808,0.0001240096,0.0002851557,0.0001484112,0.0001450254],"domain_scores_gemma":[0.9995066,0.0001254345,0.00007243695,0.0002436247,0.00002292339,0.00002896573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.166428e-7,0.00001573241,0.000758522,0.000001477743,0.00004840587,3.880355e-7,0.0002242441,0.0001371657,0.02600229,0.8687583,0.00002661049,0.1040259],"study_design_scores_gemma":[0.00020214,0.00008592103,0.07114573,0.000003042066,0.00009729469,0.000003131554,0.000319914,0.6632486,0.1051,0.1549795,0.004556665,0.0002580921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.738189,0.00008066154,0.2564355,0.000763526,0.00004990438,0.00006864566,0.000001814666,0.0002964724,0.004114434],"genre_scores_gemma":[0.9978031,0.00003278408,0.002030366,0.00008317169,0.000003826887,0.00002698801,6.541211e-7,0.000001187687,0.00001790277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7137789,"threshold_uncertainty_score":0.2103601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375744593112769,"score_gpt":0.2388770366485993,"score_spread":0.2251195907174716,"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."}}