{"id":"W4402614279","doi":"10.23977/aetp.2024.080522","title":"The Happiness of Rural Teachers in West China","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; China; Socioeconomics; Geography; Sociology; Psychology; Social psychology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005091349,0.0001374667,0.0001997844,0.0005659336,0.001467399,0.0008002426,0.0001474174,0.0001819973,0.0009648252],"category_scores_gemma":[0.0008991786,0.0001145974,0.0000833162,0.0007716579,0.0006810657,0.0003400448,0.0006338662,0.0002055802,0.0001068241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008567901,"about_ca_system_score_gemma":0.0009770083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03075997,"about_ca_topic_score_gemma":0.04431384,"domain_scores_codex":[0.9997132,0.00007347726,0.00001759223,0.00003477845,0.00005849332,0.0001023794],"domain_scores_gemma":[0.9995005,0.00005380106,0.0001484348,0.00001986941,0.0001038628,0.0001733926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085914,0.00005622783,0.8884857,0.0001056289,0.00002311382,0.0005595894,0.08568107,0.000224695,0.00286671,0.0005952641,0.00100511,0.02028832],"study_design_scores_gemma":[0.000004530938,0.00008370443,0.9392655,0.00002198362,0.000008301403,0.00009464668,0.05710267,0.0002267115,0.0001731735,0.0001139671,0.002894926,0.000009902144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993211,0.00005436562,0.00002900716,0.00007665626,0.000001755133,0.000002625934,0.00002059189,0.000001005194,0.0004928949],"genre_scores_gemma":[0.9995702,0.00005844792,0.00001868494,0.00001508498,0.000001430599,0.000004007174,0.00001792575,5.633294e-7,0.0003137152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03075997,"threshold_uncertainty_score":0.06116182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368484561514693,"score_gpt":0.4863017611618061,"score_spread":0.4626169155466591,"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."}}