{"id":"W7098264295","doi":"","title":"Education; *Teacher Education IDENTIFIERS *Thailand","year":2016,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Curriculum; Secondary education; Identifier; Acronym; Training (meteorology); Curriculum development","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":["insufficient_payload"],"category_scores_codex":[0.000508845,0.0005452072,0.0002414341,0.002033607,0.001566934,0.002859192,0.0006534524,0.0008428078,0.4009941],"category_scores_gemma":[0.002634708,0.0001798674,0.00009111222,0.007162372,0.000646527,0.00153063,0.001563414,0.001236547,0.1170829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356258,"about_ca_system_score_gemma":0.005133551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166087,"about_ca_topic_score_gemma":0.01236162,"domain_scores_codex":[0.9990947,0.0002886271,0.00006917674,0.0001159456,0.0002257413,0.0002057822],"domain_scores_gemma":[0.9971606,0.0004169913,0.0004106332,0.0001890132,0.0008379569,0.0009849168],"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":[0.00006876488,0.0001301535,0.002392918,0.0006903253,0.000002639093,0.0002970373,0.0009864102,0.0001901903,0.0001919959,0.05182022,0.7187747,0.2244547],"study_design_scores_gemma":[0.000005193436,0.00001410662,0.003428958,0.0000978593,8.641672e-7,0.0002031429,0.0005127197,0.0000605999,0.00008715731,0.001184119,0.9944012,0.000004267008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005093415,0.002385274,0.001229449,0.006389472,0.002079159,0.000157481,0.01040199,0.0003492167,0.9719146],"genre_scores_gemma":[0.04486104,0.003411368,0.001452772,0.0008975067,0.0004069853,0.0002727708,0.004660306,0.0001787991,0.9438584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5990059,"threshold_uncertainty_score":0.8544093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874028981292483,"score_gpt":0.2212599001915414,"score_spread":0.1925196103786166,"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."}}