{"id":"W2788540652","doi":"","title":"Impact of Resilience, Teacher Efficacy, and Job Satisfaction on Happiness in Early Childhood Teachers","year":2013,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Happiness; Job satisfaction; Resilience (materials science); Psychology; Early childhood teacher; Psychological resilience; Social psychology; Developmental psychology; Early childhood","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":[0.0002597928,0.0001871361,0.0001851093,0.00048437,0.0001127307,0.000217563,0.0003331088,0.0001016501,0.0001571524],"category_scores_gemma":[0.0002051398,0.0001732184,0.00009797752,0.0006363782,0.00005726749,0.0008980625,0.00004777134,0.0003806041,0.0001519674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311985,"about_ca_system_score_gemma":0.0004831408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169903,"about_ca_topic_score_gemma":0.00005112358,"domain_scores_codex":[0.9985186,0.0001930875,0.0003747028,0.0004235671,0.0002352061,0.0002547732],"domain_scores_gemma":[0.9989629,0.00007541267,0.0002154459,0.0004918724,0.0001100275,0.0001443572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001756666,0.0009159315,0.838001,0.000003240886,0.0000255531,8.333183e-8,0.05339717,0.0001053378,0.0001378215,0.001171318,0.001512419,0.1047284],"study_design_scores_gemma":[0.0004298388,0.0003697112,0.9978248,0.0001332385,0.000006034408,0.000005488346,0.0003970207,0.00003734295,0.00002555073,0.0005700827,0.00002960418,0.0001712699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958727,0.00009037706,0.0004191777,0.0009018407,0.0004251418,0.0004853488,9.755843e-7,0.00007669666,0.001727731],"genre_scores_gemma":[0.9977534,0.000009056844,0.001171686,0.00007082519,0.0001104083,0.00007571002,0.000006115562,0.00001595051,0.0007868073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598239,"threshold_uncertainty_score":0.9327088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008480796786955595,"score_gpt":0.2742701877798618,"score_spread":0.2657893909929062,"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."}}