{"id":"W6904987623","doi":"10.14288/1.0356413","title":"[Head tax certificate for Pang Sai Yen]","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Tax credit; Double taxation; Deferred tax; Withholding tax; Head (geology)","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001500924,0.00007581041,0.000108692,0.00002673096,0.002991614,0.001109538,0.0004180775,0.0000485468,0.0002062341],"category_scores_gemma":[0.00009415783,0.00007914702,0.00004739199,0.000138463,0.00002624697,0.0001648038,0.000063327,0.00006185604,0.00002605675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000543146,"about_ca_system_score_gemma":0.00003061633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632681,"about_ca_topic_score_gemma":0.001178035,"domain_scores_codex":[0.9995439,0.000008479693,0.0001162083,0.0001417159,0.00003635099,0.0001533306],"domain_scores_gemma":[0.9992211,0.00008234743,0.00003190929,0.0005596123,0.00005039015,0.00005458563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008690748,0.00003745542,0.00005304063,0.00001614123,0.00005506732,3.486835e-7,0.00006445594,0.0005680709,0.002550122,0.0006802432,0.9491185,0.04684785],"study_design_scores_gemma":[0.0003072834,0.000016158,0.0009976744,0.000008921649,0.00002367371,0.000003705989,0.00003143336,0.004014785,0.00417199,0.003556853,0.9867363,0.000131251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001046395,0.00007642958,0.3982912,0.000541319,0.001008051,0.001691234,0.0002056702,0.0003391496,0.5968006],"genre_scores_gemma":[0.08978719,0.0000982436,0.2550482,0.00008698335,0.0003557956,0.005409321,0.00003372032,0.00009971686,0.6490808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.143243,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686767212005127,"score_gpt":0.3908467258466634,"score_spread":0.2221700046461506,"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."}}