{"id":"W2120741703","doi":"10.3968/j.css.1923669720060204.007","title":"Motivating Teaching Staff in Times of Change in Chinese Universities","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Human Behavior and Motivation","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teaching staff; Sociology; Pedagogy; Humanities; Psychology; Philosophy","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":[0.0003407548,0.00004704484,0.0000794021,0.0004155141,0.0001383347,0.00001117871,0.0001637367,0.00004041264,0.0002399875],"category_scores_gemma":[0.00002812715,0.00005162234,0.0000126674,0.0005439563,0.0001320365,0.0002157949,0.000007633222,0.0001170024,0.00000369741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004550167,"about_ca_system_score_gemma":0.0001691118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09152485,"about_ca_topic_score_gemma":0.07182179,"domain_scores_codex":[0.9993823,0.00003933949,0.0000900994,0.0001299307,0.00009707403,0.0002612415],"domain_scores_gemma":[0.9998063,0.00001302494,0.00003375978,0.00005633337,0.0000194079,0.00007114416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003834655,0.0000507744,0.6178916,0.000002020515,7.67337e-7,0.00002741434,0.2014475,6.844587e-7,0.001101531,0.1082056,0.00009498383,0.07117327],"study_design_scores_gemma":[0.0001271988,0.00002237059,0.9809092,0.000009999122,5.956122e-7,2.548788e-7,0.01850192,0.000006828092,0.000008752282,0.0002444031,0.0001152999,0.00005321667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7714319,0.000006479266,0.000001194815,0.0001531124,0.00006323491,0.00006320929,0.000003547054,0.000004911984,0.2282725],"genre_scores_gemma":[0.9995437,1.762333e-7,0.00001890388,0.0001092773,0.00004946779,0.000001553258,0.000001618342,0.000002127276,0.0002732247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630176,"threshold_uncertainty_score":0.945115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025527327434913,"score_gpt":0.3459743402279734,"score_spread":0.3057190669536243,"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."}}