{"id":"W4255208430","doi":"10.24214/jecet.a.9.4.60121","title":"The guidelines for raising up and developing effective educational organization in small schools’ spread to students’ education asylum and schools’ dissolution of local schools’ crisis in Thailand","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Science Computer Science and Engineering & Technology","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council of Thailand; Queen's University; Queen's University Belfast","keywords":"Raising (metalworking); Political science; Economic growth; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573268,0.00007979498,0.0001281122,0.0003521064,0.0003318482,0.0001623361,0.0003729569,0.00004322057,5.157219e-7],"category_scores_gemma":[0.001674713,0.00006238535,0.000009257491,0.00131003,0.0004597499,0.0006748735,0.0001868984,0.000136164,2.786717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414236,"about_ca_system_score_gemma":0.0006979405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265771,"about_ca_topic_score_gemma":0.00003616052,"domain_scores_codex":[0.998874,0.00001444685,0.0003149075,0.0002084106,0.0003638275,0.0002244246],"domain_scores_gemma":[0.999355,0.00006096452,0.0001227486,0.00005514566,0.0002726969,0.0001334668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005606377,0.0001720372,0.667904,0.00007545012,0.00001823471,9.705545e-7,0.01324311,0.004700297,0.03453729,0.0397206,0.0003310785,0.2392409],"study_design_scores_gemma":[0.0003222325,0.0002282647,0.9715383,0.0002242769,0.000005774363,0.00001748404,0.02015943,0.002045022,0.001781875,0.002739153,0.0007800786,0.000158096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510717,0.0003199358,0.02650073,0.02159419,0.0002875735,0.0002180534,0.000001059622,0.000004658244,0.000002052062],"genre_scores_gemma":[0.9873653,0.0002593962,0.01204972,0.0002345138,0.0000778457,0.000008086796,3.036331e-7,0.000003114391,0.000001729939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3036343,"threshold_uncertainty_score":0.2552341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831187847762088,"score_gpt":0.3037463608616652,"score_spread":0.2854344823840443,"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."}}