{"id":"W2076797169","doi":"10.5539/ass.v9n17p291","title":"Scenarios of Thailand Secondary Education within B.E. 2570","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Quartile; Futures contract; Secondary education; Delphi method; Medical education; Political science; Psychology; Geography; Mathematics education; Business; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001652899,0.0004017804,0.0001105638,0.0006529883,0.004514053,0.00288842,0.0006903125,0.001500559,0.0106506],"category_scores_gemma":[0.002320766,0.0002065818,0.0003091033,0.0011028,0.001251418,0.002158192,0.002179756,0.001248665,0.001802496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003862802,"about_ca_system_score_gemma":0.005046482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511811,"about_ca_topic_score_gemma":0.02135333,"domain_scores_codex":[0.997851,0.001215904,0.0001171947,0.0001118384,0.000260907,0.0004432844],"domain_scores_gemma":[0.9967052,0.000578965,0.0003304651,0.00007177299,0.0005169001,0.001796811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001609535,0.002232209,0.1703001,0.00216466,0.00005831083,0.07731331,0.2990542,0.03230346,0.01143622,0.1434564,0.0916983,0.1683733],"study_design_scores_gemma":[0.00006404286,0.0008672558,0.06356028,0.0008074968,0.00001964746,0.006521525,0.6247644,0.01190529,0.004094455,0.01563337,0.2715633,0.0001988902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8265356,0.0004395721,0.006640053,0.007794786,0.000169257,0.0005663377,0.0009146283,0.0001021332,0.1568376],"genre_scores_gemma":[0.9725856,0.0004867994,0.004015597,0.0004204894,0.0000181396,0.0002677993,0.0005587589,0.00001334015,0.02163364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511811,"threshold_uncertainty_score":0.03562981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07182185003518107,"score_gpt":0.441331292391368,"score_spread":0.369509442356187,"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."}}