{"id":"W1994490316","doi":"10.4236/psych.2014.512156","title":"The Subjective Well-Being of Malaysian School Children: Grade Level, Gender and Ethnicity","year":2014,"lang":"en","type":"article","venue":"Psychology","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Mount Royal University","keywords":"Happiness; Psychology; Life satisfaction; Ethnic group; Developmental psychology; Well-being; Subjective well-being; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006064312,0.0000531212,0.00009305485,0.00003001401,0.0004040908,0.00001201274,0.0001382412,0.00005798387,0.00007126714],"category_scores_gemma":[0.000301896,0.00003958187,0.00002487263,0.0001182673,0.0005538661,0.00003279913,0.00002358511,0.0001113411,0.00002791756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126411,"about_ca_system_score_gemma":0.00002241257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004739038,"about_ca_topic_score_gemma":0.0004780725,"domain_scores_codex":[0.9991818,0.0002955762,0.0001101874,0.0001498593,0.00008868806,0.0001739061],"domain_scores_gemma":[0.999518,0.0002009849,0.00006503038,0.0001293045,0.00004624137,0.00004047437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009880763,0.00004992514,0.7814233,0.000002453052,0.00005625493,7.982879e-8,0.04008873,2.119005e-7,0.0000928209,0.1651855,0.005711656,0.00737915],"study_design_scores_gemma":[0.0001438939,0.00002060994,0.9639643,0.000002472354,0.000006705586,0.000001208787,0.004156066,0.00000171998,0.00002368187,0.0243269,0.00730423,0.00004823273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7321657,0.0002766193,0.0001911485,0.006482786,0.0004858486,0.0001062846,6.043264e-7,0.00001595133,0.2602751],"genre_scores_gemma":[0.9974283,0.0005574683,0.00008859276,0.001006877,0.000205187,0.000007186701,3.886263e-7,0.000003897288,0.0007021024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652626,"threshold_uncertainty_score":0.3107981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725157262746506,"score_gpt":0.3780771497085896,"score_spread":0.3308255770811246,"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."}}