{"id":"W4310752256","doi":"10.30933/kpllr.2022.100.43.","title":"Tax Improvement for Inmates for Public Utilities","year":2022,"lang":"en","type":"article","venue":"Korean Public Land Law Association","topic":"Property Rights and Legal Doctrine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expropriation; Business; Double taxation; Value-added tax; Public service; Public economics; Corporation; Income tax; Tax reform; Economics; Finance; Economic policy; Market economy; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002552704,0.0001014878,0.0001701487,0.00006545683,0.002372143,0.0005079634,0.000275081,0.00007410565,0.0004428028],"category_scores_gemma":[0.0005692763,0.00007918398,0.0001229443,0.0001997877,0.00004860789,0.0005427684,0.00006687224,0.0001026136,0.000003594637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009450183,"about_ca_system_score_gemma":0.0002891233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005478429,"about_ca_topic_score_gemma":0.01412161,"domain_scores_codex":[0.9983381,0.0001488694,0.0002380971,0.000227383,0.0004958354,0.0005517047],"domain_scores_gemma":[0.9989114,0.0003232204,0.0002312882,0.0001164308,0.0003090061,0.0001087013],"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":[0.00001893655,0.0001134253,0.004115291,0.00001562542,0.00006588319,1.296816e-7,0.002325416,9.127663e-7,0.00002648884,0.9555235,0.03046417,0.00733023],"study_design_scores_gemma":[0.0007843006,0.0001627022,0.0001940015,0.000001277699,0.00001512922,1.242038e-7,0.001492673,0.0002044758,0.00005435937,0.02070054,0.9762528,0.0001376201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1724924,0.0005934706,0.002557231,0.4506381,0.005848412,0.01018183,0.005609487,0.001325179,0.3507539],"genre_scores_gemma":[0.9577568,0.00001571177,0.0001321784,0.001263437,0.0006032533,0.001031662,0.0004757324,0.00001589224,0.03870533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9457886,"threshold_uncertainty_score":0.9989266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952354825622489,"score_gpt":0.2750256458696644,"score_spread":0.2355020976134395,"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."}}