{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120203,0.00005255561,0.0000847097,0.00031108,0.0001423498,0.00001487849,0.0002051742,0.0001310944,0.0001177334],"category_scores_gemma":[0.0005660118,0.00004160876,0.00001232965,0.0009509652,0.001003925,0.000249939,0.00001321899,0.0002808987,0.000006718083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002212159,"about_ca_system_score_gemma":0.0001642452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559518,"about_ca_topic_score_gemma":0.001912385,"domain_scores_codex":[0.9992641,0.0002103945,0.0001831809,0.0001290349,0.00006072101,0.0001525529],"domain_scores_gemma":[0.9987664,0.001030112,0.00005669483,0.0001076493,0.00002236039,0.00001681507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006586418,0.00004565602,0.0850855,0.000006097236,0.000003348091,3.288351e-7,0.005582232,0.000001544914,0.00002599177,0.7408253,0.00015891,0.1682585],"study_design_scores_gemma":[0.00005287719,0.00001428394,0.09436537,0.00002405667,0.000001754413,0.000005193447,0.01134747,0.000001537092,0.000004483026,0.5210193,0.3731238,0.0000398388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5701908,0.08300158,0.0001740356,0.2891795,0.002869079,0.0001556328,0.000002026321,0.00003260995,0.05439476],"genre_scores_gemma":[0.9746599,0.02239714,0.001844755,0.0001290351,0.0001035413,0.00006500689,0.000001706224,0.000003494,0.0007954057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4044691,"threshold_uncertainty_score":0.3699005,"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."}}