{"id":"W1878510785","doi":"10.5539/ies.v8n11p228","title":"Development of Performance Appraisal System for Local School Teachers in Thailand","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance appraisal; Psychology; Medical education; Mathematics education; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589667,0.00009523363,0.000144924,0.0002361777,0.00004770159,0.00001062481,0.0001433932,0.00004333591,0.00006710913],"category_scores_gemma":[0.0002076442,0.00008732561,0.00002273682,0.00009784346,0.00004800416,0.0001135163,0.00002876953,0.00006488049,0.0001223474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400244,"about_ca_system_score_gemma":0.0004797912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113099,"about_ca_topic_score_gemma":0.00003525885,"domain_scores_codex":[0.9990039,0.00002872718,0.0004162024,0.0001621434,0.000266906,0.0001221087],"domain_scores_gemma":[0.9988783,0.00007792938,0.0001546416,0.00008395666,0.0007600501,0.00004509302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000470622,0.0004689373,0.4997503,0.0001864588,0.0005384859,4.329511e-7,0.1943141,0.0005522356,0.00005223775,0.003536417,0.0270536,0.2730762],"study_design_scores_gemma":[0.002669298,0.00008670132,0.3760812,0.0003571528,0.00002302141,0.000008781918,0.2434756,0.001311,0.0005690716,0.00007254666,0.3750365,0.0003091092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793286,0.0004557537,0.001932457,0.0001572257,0.004954335,0.0002314289,0.000002471156,0.00002253643,0.01291517],"genre_scores_gemma":[0.9908401,0.000005941848,0.005031927,0.00003389487,0.0001970526,0.0004749088,0.00005629813,0.000008702588,0.003351151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3479829,"threshold_uncertainty_score":0.3561035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151473439358366,"score_gpt":0.4559410774343924,"score_spread":0.3044676380760264,"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."}}