{"id":"W1873590670","doi":"10.3968/5438","title":"The Establishment and Effectiveness of Incentive Mechanism for Teaching Faculty Management in Universities","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Reputation; Surety; Mechanism (biology); Quality (philosophy); Ideology; Business; Public relations; Engineering management; Medical education; Sociology; Political science; Economics; Engineering; Medicine; Finance; Microeconomics; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0316367,0.0003011999,0.0006987778,0.001845973,0.002606447,0.007413873,0.001757108,0.002767987,0.003352099],"category_scores_gemma":[0.05441844,0.0003909526,0.00063425,0.001366703,0.004407447,0.007488144,0.003550813,0.001948552,0.000271234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006632097,"about_ca_system_score_gemma":0.01015782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578428,"about_ca_topic_score_gemma":0.001269196,"domain_scores_codex":[0.9812359,0.01033381,0.001451939,0.001688755,0.002681505,0.002608147],"domain_scores_gemma":[0.9574497,0.01778029,0.009468708,0.004325355,0.005942363,0.005033725],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003043033,0.00089072,0.0897632,0.0004056786,0.0001211174,0.0002782659,0.003784986,0.007714187,0.00266279,0.7570385,0.002060362,0.134976],"study_design_scores_gemma":[0.0005585789,0.001997984,0.2266764,0.00125086,0.0003250366,0.0006977024,0.01331932,0.1066645,0.008021283,0.589975,0.050024,0.0004893968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7309679,0.00243363,0.1603481,0.01776192,0.0005323701,0.001379278,0.0001268751,0.0002336479,0.08621626],"genre_scores_gemma":[0.990957,0.0001556985,0.00751981,0.0001085622,0.00006104723,0.0001328685,0.000009368828,0.000004426069,0.001051084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9683633,"threshold_uncertainty_score":0.1673129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868032427270163,"score_gpt":0.3934965497356922,"score_spread":0.3648162254629906,"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."}}