{"id":"W4409600509","doi":"10.58837/chula.is.2024.172","title":"การนำดอกเบยจากเงนกยมเพอการศกษาไปใชลดหยอนภาษเงนไดบคคลธรรมดา","year":2024,"lang":"th","type":"dissertation","venue":"","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006058057,0.0003826222,0.000147103,0.0007926773,0.001843134,0.004517088,0.00048319,0.0008103916,0.2260322],"category_scores_gemma":[0.00168643,0.0002029136,0.0002857007,0.0006331996,0.0007850007,0.001819903,0.001122223,0.001220329,0.1396565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229798,"about_ca_system_score_gemma":0.002881958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097597,"about_ca_topic_score_gemma":0.01281642,"domain_scores_codex":[0.9992969,0.00008818106,0.00002631846,0.0001421821,0.0003247382,0.0001216439],"domain_scores_gemma":[0.9992489,0.00006029905,0.00004059569,0.00008128686,0.0004619171,0.0001068666],"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":[0.00009969473,0.0001005341,0.002426244,0.0001787057,0.00001398695,0.0001892205,0.001806669,0.0002895271,0.002682557,0.2919069,0.4307787,0.2695273],"study_design_scores_gemma":[0.000006677975,0.00001273399,0.001729712,0.00005275325,0.000004365678,0.00007066163,0.0005448113,0.00006933635,0.0009048199,0.009618316,0.9869772,0.000008626412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003727543,0.0003836238,0.001844992,0.003445767,0.0009496238,0.00008151682,0.0006350614,0.0002481204,0.9886838],"genre_scores_gemma":[0.03273052,0.0006378272,0.002373806,0.001375546,0.0002467693,0.00007867627,0.0007948098,0.0001202723,0.9616417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2260322,"threshold_uncertainty_score":0.7561529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00784756618589802,"score_gpt":0.2260112205084968,"score_spread":0.2181636543225988,"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."}}