{"id":"W7111960953","doi":"","title":"25 years of national devolution: a more diverse and sustainable sector?","year":2025,"lang":"en","type":"article","venue":"Open Research Online (The Open University)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Devolution (biology); Higher education; Sustainability; Quarter (Canadian coin); Face (sociological concept); Divergence (linguistics); Politics; Education policy; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001988681,0.00004314469,0.00009485347,0.0002021277,0.001115748,0.0002344691,0.001557974,0.00004221213,0.0004306078],"category_scores_gemma":[0.0003295707,0.0000422196,0.00001684542,0.001678517,0.0004539214,0.0006318869,0.002032979,0.0001468303,0.00001187884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004927971,"about_ca_system_score_gemma":0.004195302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03099129,"about_ca_topic_score_gemma":0.005677538,"domain_scores_codex":[0.9986226,0.0003277203,0.000081244,0.000187747,0.000518997,0.000261722],"domain_scores_gemma":[0.9986879,0.0002208631,0.00004550563,0.0001385855,0.0008350476,0.00007207155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007938927,0.0001701348,0.0113901,0.00001347395,0.00004142722,0.00001702413,0.006704423,0.000007005324,0.000008570881,0.9105242,0.06798469,0.003059497],"study_design_scores_gemma":[0.0003678827,0.00001280727,0.06971803,0.00002822263,0.00000320518,1.193384e-7,0.06483641,0.000005507584,0.000006224801,0.002690598,0.8622856,0.00004539065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.188163,0.00007322368,0.0000315419,0.02607099,0.00009026878,0.001466398,0.00003378787,0.000008832831,0.7840619],"genre_scores_gemma":[0.3728988,0.0003201345,0.0009226606,0.0001814492,0.00003744504,0.000004687562,0.00001306173,0.000003204704,0.6256185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9078337,"threshold_uncertainty_score":0.9754614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09110683497036452,"score_gpt":0.4333903857598068,"score_spread":0.3422835507894423,"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."}}