{"id":"W3011825186","doi":"10.23977/aetp.2020.41003","title":"The Influence of Chinese Teachers' Gender and Educational Background on Teachers' Job Satisfaction -- Analysis Based on 2015 PISA Data","year":2020,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Psychology; School teachers; Job attitude; Quality (philosophy); Medical education; Job performance; Mathematics education; Social psychology; Medicine","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":[0.0004884157,0.0001646699,0.0002541152,0.0005794945,0.0004819117,0.00001725162,0.0005478045,0.0002685928,0.00006736097],"category_scores_gemma":[0.001659316,0.0001385556,0.00002670885,0.002026307,0.002093162,0.00028593,0.00008055854,0.0004735229,0.00001119397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006812646,"about_ca_system_score_gemma":0.0002876134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008158265,"about_ca_topic_score_gemma":0.0008832852,"domain_scores_codex":[0.9984118,0.0001779346,0.0003326549,0.0006141331,0.0002061213,0.0002573453],"domain_scores_gemma":[0.9977483,0.00133713,0.0002281352,0.0005317328,0.00008980367,0.00006485785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005032178,0.0001101522,0.8861554,0.000006672822,0.00008756731,1.660788e-7,0.00421529,0.0002366948,0.00008499387,0.09616214,0.001283418,0.0116072],"study_design_scores_gemma":[0.0002413163,0.00007633003,0.9113583,0.000008031509,0.00003269454,0.00000133459,0.004614087,0.00002783703,0.000004212972,0.06868576,0.01482586,0.0001242219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581833,0.003836791,0.0001751387,0.1343677,0.000310018,0.0002045537,0.00002231633,0.00007319383,0.002827096],"genre_scores_gemma":[0.9936482,0.0026437,0.001677282,0.001669914,0.0001129382,0.0001028494,0.00002389006,0.000007882569,0.0001133301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135465,"threshold_uncertainty_score":0.7712343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961654953671178,"score_gpt":0.4350484285622161,"score_spread":0.3954318790255044,"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."}}