{"id":"W2018809597","doi":"10.5430/ijhe.v2n2p147","title":"Faculty Retention in Higher Education","year":2013,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Mathematics education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02114206,0.000203871,0.0004788032,0.002849747,0.005266932,0.005711562,0.002009067,0.0009994907,0.01139483],"category_scores_gemma":[0.07074717,0.000161336,0.0007820142,0.002791153,0.001460072,0.003296269,0.005457747,0.001501882,0.001545034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005494968,"about_ca_system_score_gemma":0.01206304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008461663,"about_ca_topic_score_gemma":0.01229278,"domain_scores_codex":[0.9775651,0.006302881,0.00167492,0.0007921656,0.009376517,0.004288386],"domain_scores_gemma":[0.9297768,0.01423584,0.01251645,0.004090341,0.02526088,0.0141197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004476227,0.0007972169,0.4915957,0.0006038019,0.0001011477,0.000488176,0.02206391,0.0006106461,0.001512038,0.01088121,0.0203531,0.4505454],"study_design_scores_gemma":[0.00007836322,0.002348582,0.8044873,0.001190173,0.0001511854,0.0009418122,0.09120117,0.001665476,0.005616033,0.008246263,0.08386499,0.0002086896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063842,0.00135583,0.003415327,0.00856244,0.0004455048,0.0004091536,0.0004734831,0.0001797107,0.07877431],"genre_scores_gemma":[0.9910383,0.0002347279,0.001090666,0.0004670325,0.0001126635,0.00008542826,0.0001610425,0.00001571946,0.00679445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02114206,"threshold_uncertainty_score":0.1118113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588821819632759,"score_gpt":0.4971406416659125,"score_spread":0.3382584597026366,"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."}}