{"id":"W6986855105","doi":"","title":"Renewing the Conversation: Monetary Award Governance","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Corporate governance; Higher education; Plan (archaeology); Monetary policy; Inclusion (mineral)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001237951,0.0001726217,0.0001835796,0.0001976095,0.001562235,0.0003156774,0.001102967,0.0001174341,0.0001032858],"category_scores_gemma":[0.0003009504,0.0001637414,0.0001091809,0.001735478,0.0005393596,0.001322213,0.0003569289,0.0004205811,0.001405378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084878,"about_ca_system_score_gemma":0.0003490108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001837962,"about_ca_topic_score_gemma":0.008824537,"domain_scores_codex":[0.9971722,0.0007029232,0.0001707972,0.0004055364,0.0009202334,0.0006283079],"domain_scores_gemma":[0.9984865,0.0004874016,0.0001342994,0.0004375424,0.000229349,0.0002248822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001697557,0.00001969827,0.9853091,0.00001287583,0.00005608375,0.00007092839,0.01273767,0.00003278677,0.00004179915,0.001141037,0.0001506642,0.0004104013],"study_design_scores_gemma":[0.0002569259,0.00001776632,0.8686945,0.00004262737,0.0000233894,6.730831e-7,0.009054445,2.94598e-7,0.00008236056,0.0003101059,0.1213384,0.0001785128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681497,0.0001387326,0.00003342775,0.02772957,0.0007014452,0.0003446346,0.00001766,0.000351354,0.002533428],"genre_scores_gemma":[0.9405614,0.0008319854,0.00001002127,0.0005503108,0.0003335383,0.000004064037,0.00001181093,0.00001928883,0.05767763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211877,"threshold_uncertainty_score":0.9997376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451523804274753,"score_gpt":0.3914599335525928,"score_spread":0.2463075531251175,"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."}}