{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005981346,0.0005134081,0.0007088218,0.0008157686,0.002189766,0.001604748,0.0010697,0.001202141,0.768489],"category_scores_gemma":[0.002694996,0.0005841027,0.0002745515,0.001747429,0.0004307137,0.001056277,0.001448249,0.001584006,0.5683209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329254,"about_ca_system_score_gemma":0.01124995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3978192,"about_ca_topic_score_gemma":0.5386613,"domain_scores_codex":[0.9994741,0.00003677189,0.00002233533,0.00008395467,0.0002448019,0.0001380402],"domain_scores_gemma":[0.9970938,0.0001147652,0.00009510333,0.0001791914,0.001906936,0.0006102195],"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":[0.00001813455,0.000006058021,0.0001910186,0.00001781421,7.818729e-7,0.00001439724,0.00001828743,0.00001421647,0.00003759501,0.0003368524,0.9923045,0.007040244],"study_design_scores_gemma":[0.00002160295,0.00001208321,0.002094709,0.00002916274,0.000001138003,0.00002047838,0.00009752504,0.00004960088,0.00004506604,0.0001198203,0.9975025,0.000006360566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00257588,0.000687626,0.0007435847,0.01209454,0.002413212,0.000571848,0.06458311,0.002696055,0.9136342],"genre_scores_gemma":[0.003191091,0.0002537729,0.0002624418,0.0008049865,0.00008683412,0.0001065045,0.01033816,0.0004219584,0.9845343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.768489,"threshold_uncertainty_score":0.7910073,"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."}}