{"id":"W4200242489","doi":"10.1108/qae-08-2021-0135","title":"The quality continuum: perceptions of institutional accreditation","year":2021,"lang":"en","type":"article","venue":"Quality Assurance in Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Accreditation; Public relations; Bureaucracy; Higher education; Originality; Political science; Sociology; Focus group; Value (mathematics); Accountability; Qualitative research; Public administration; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01732617,0.0001681473,0.0002665996,0.001491935,0.005071248,0.007501434,0.0009094094,0.001008747,0.003572391],"category_scores_gemma":[0.02947681,0.0002391294,0.0002936768,0.001415912,0.01011016,0.004181003,0.007476065,0.002607553,0.0001620194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005161768,"about_ca_system_score_gemma":0.006027732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0093073,"about_ca_topic_score_gemma":0.006981754,"domain_scores_codex":[0.9839326,0.008976582,0.0008396135,0.0005564832,0.003982315,0.001712402],"domain_scores_gemma":[0.9525706,0.01839692,0.01071902,0.001372559,0.00704672,0.00989427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001839694,0.0005768319,0.3998614,0.000212206,0.00004695891,0.000335418,0.5436105,0.000305644,0.001411667,0.01436528,0.002214179,0.03687597],"study_design_scores_gemma":[0.0000119643,0.0002729936,0.1544226,0.0001710895,0.000009691395,0.000150335,0.8335021,0.0004890897,0.0003109558,0.002672116,0.007954719,0.00003250986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898093,0.0002362209,0.0004850759,0.002535824,0.00002423777,0.0000203651,0.00001022849,0.000009481759,0.006869297],"genre_scores_gemma":[0.9995255,0.00005929666,0.00008323073,0.0001643995,0.00000597462,0.000005419531,0.0000046037,0.000001643091,0.0001499192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732617,"threshold_uncertainty_score":0.09163058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04000685562762878,"score_gpt":0.4294286142086568,"score_spread":0.389421758581028,"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."}}