{"id":"W4386784871","doi":"10.58837/chula.is.2022.152","title":"แนวทางในการพฒนาการรบรองมาตรฐานผกอนทรยในประเทศไทย","year":2022,"lang":"th","type":"dissertation","venue":"","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organic farming; Christian ministry; Agriculture; Credibility; Russian federation; Agricultural science; Business; Geography; Environmental protection; Forestry; Political science; Environmental science; Regional science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003298715,0.000730391,0.0007947286,0.001323236,0.001827472,0.001207448,0.001030824,0.0004311548,0.1352473],"category_scores_gemma":[0.002589358,0.0007669199,0.0005602564,0.002156848,0.00007026194,0.0009444225,0.0005868557,0.001474719,0.008533591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330591,"about_ca_system_score_gemma":0.0006949033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006526446,"about_ca_topic_score_gemma":0.0008452099,"domain_scores_codex":[0.9934322,0.00008500186,0.001461469,0.001246172,0.00269667,0.00107844],"domain_scores_gemma":[0.9961362,0.0001671494,0.001606355,0.0008814948,0.001154,0.00005480086],"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":[0.0009985829,0.00157326,0.02822791,0.005196773,0.000558263,0.0005279406,0.0009554113,0.0004715628,0.001001491,0.1545294,0.6464946,0.1594648],"study_design_scores_gemma":[0.0007251667,0.00006282181,0.01965139,0.0001539535,0.0002795467,0.000005047226,0.004600926,0.004950106,0.0000735521,0.002410653,0.9659501,0.001136757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1822165,0.001115646,0.00006555193,0.001334753,0.007926887,0.001389135,0.00001544589,0.0005187759,0.8054173],"genre_scores_gemma":[0.3917918,0.0001754282,0.0001224106,0.001777899,0.003158082,0.0004507722,0.005067191,0.0002498209,0.5972066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3194555,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850360037711089,"score_gpt":0.3479935023586725,"score_spread":0.2994899019815617,"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."}}