{"id":"W4413029607","doi":"10.5430/ijhe.v14n4p66","title":"Towards More Inclusive Promotion and Tenure Criteria, Policies, and Processes","year":2025,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Business; Political 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":["metaresearch"],"category_scores_codex":[0.3361197,0.001102998,0.001807171,0.01096782,0.02020308,0.05025916,0.008460855,0.01315699,0.003936355],"category_scores_gemma":[0.2475882,0.0016357,0.00163244,0.01252383,0.02358152,0.03095826,0.03047386,0.02055489,0.002796925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02973029,"about_ca_system_score_gemma":0.1870518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739645,"about_ca_topic_score_gemma":0.02326098,"domain_scores_codex":[0.7966506,0.09863531,0.01928193,0.01182801,0.05535709,0.01824693],"domain_scores_gemma":[0.5635458,0.08981572,0.04918382,0.0381366,0.1312616,0.1280565],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001990373,0.00210387,0.04922215,0.001554351,0.0001005592,0.0004598812,0.07495128,0.003436113,0.003271122,0.4475169,0.04970749,0.3674772],"study_design_scores_gemma":[0.0001902479,0.001072722,0.0637734,0.005057149,0.0001273487,0.0005197629,0.09175337,0.004877063,0.004330199,0.3491248,0.4784581,0.0007158076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1300972,0.009397625,0.2251951,0.4732307,0.006501778,0.005283293,0.0004093402,0.00198084,0.1479042],"genre_scores_gemma":[0.544448,0.003718904,0.3682374,0.03847311,0.002525029,0.005840895,0.000590072,0.0006833202,0.03548322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6638803,"threshold_uncertainty_score":0.8186826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713750596496767,"score_gpt":0.4991639849834174,"score_spread":0.4520264790184497,"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."}}