{"id":"W4408584945","doi":"10.58837/chula.the.2011.575","title":"ผลของโปรแกรมการเจรญสตตออาการปวดเขาในผสงอายทมภาวะขอเขาเสอม","year":2011,"lang":"th","type":"dissertation","venue":"","topic":"Attention Economy in Education and Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000552849,0.001181317,0.001001129,0.00131119,0.0007619561,0.001242075,0.001240369,0.0008479832,0.1588608],"category_scores_gemma":[0.0001821474,0.001192315,0.0006333732,0.001305613,0.0001671345,0.003189315,0.0002269829,0.0007155939,0.08874419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009759703,"about_ca_system_score_gemma":0.0003043372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311227,"about_ca_topic_score_gemma":0.0009188034,"domain_scores_codex":[0.9955421,0.0000281299,0.001558395,0.001357084,0.000528994,0.0009853112],"domain_scores_gemma":[0.9955621,0.00005106591,0.001824232,0.001039637,0.001445661,0.0000772901],"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":[0.0009349289,0.004929058,0.0524277,0.008911815,0.001568388,0.000073842,0.002500972,0.00001520996,0.0003303399,0.3091871,0.5256781,0.09344255],"study_design_scores_gemma":[0.00125286,0.00002144921,0.07952104,0.0005741284,0.0009213664,0.000009089821,0.008221377,0.0004775978,0.0001325279,0.006701227,0.8996688,0.002498555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07091127,0.0006844439,0.0004787384,0.001109151,0.0198395,0.001137624,0.00001198173,0.0006331316,0.9051942],"genre_scores_gemma":[0.352241,0.0002564446,0.0004844164,0.008544487,0.007209513,0.0002142429,0.004323535,0.0003383464,0.626388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3739907,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167954329599472,"score_gpt":0.2497707396611311,"score_spread":0.2180911963651364,"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."}}