{"id":"W1580452002","doi":"10.1353/rhe.2015.0025","title":"Rethinking Higher Education: Participation, Research & Differentiation by George Fallis (review)","year":2015,"lang":"en","type":"article","venue":"Review of higher education/˜The œreview of higher education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Government (linguistics); Public administration; Institution; Mandate; Context (archaeology); Negotiation; Public relations; Political science; Public service; Autonomy; Public policy; Sociology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006090047,0.001452674,0.002044426,0.005036114,0.001173949,0.005690872,0.002424792,0.004101519,0.01412383],"category_scores_gemma":[0.01776234,0.0006334785,0.001285113,0.008314886,0.002603432,0.00619353,0.002942011,0.006689688,0.004842079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005468453,"about_ca_system_score_gemma":0.01396029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462461,"about_ca_topic_score_gemma":0.02696783,"domain_scores_codex":[0.9940034,0.001915124,0.0007039869,0.0005705535,0.002454884,0.00035218],"domain_scores_gemma":[0.9886397,0.004196468,0.001619021,0.0002311661,0.004406965,0.0009066891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000457669,0.00002065971,0.0001850672,0.03463421,0.000096284,0.00008750353,0.0003685472,0.00007379612,0.0001289065,0.003325177,0.692813,0.268221],"study_design_scores_gemma":[0.00002226494,0.00001986045,0.0006996373,0.04112513,0.00007137444,0.0002170362,0.0002381493,0.0000178093,0.00003674496,0.0009640278,0.9565651,0.00002304416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003227689,0.9803768,0.00003754089,0.01415439,0.004394561,0.00001535592,0.00002645817,0.000006955754,0.0009556832],"genre_scores_gemma":[0.0008407437,0.9769713,0.0001460505,0.01685091,0.002885731,0.00004625442,0.00008293233,0.000008612022,0.002167388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01462461,"threshold_uncertainty_score":0.0472489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09884842843684098,"score_gpt":0.452102592688404,"score_spread":0.353254164251563,"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."}}