{"id":"W2267226972","doi":"","title":"University Image Audit","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Ranking (information retrieval); Audit; Competitive advantage; Order (exchange); Political science; Accounting; China; Public relations; Business; Marketing; Computer science; Finance; Information retrieval","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":[0.01352352,0.000551262,0.0006896483,0.007906147,0.002315901,0.004196828,0.001682054,0.001028582,0.02495886],"category_scores_gemma":[0.05637676,0.0003238296,0.0005205384,0.006460961,0.000748648,0.002495714,0.003023142,0.002828527,0.01538811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774558,"about_ca_system_score_gemma":0.00475886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146392,"about_ca_topic_score_gemma":0.005246673,"domain_scores_codex":[0.9765891,0.005891228,0.001849314,0.001032404,0.01269596,0.001942085],"domain_scores_gemma":[0.9022408,0.009942945,0.01038456,0.008227837,0.06464159,0.004562219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005989579,0.0005916903,0.04408064,0.0009136586,0.00002884737,0.0004592116,0.003046375,0.0006624754,0.001432061,0.02002851,0.3183054,0.6098521],"study_design_scores_gemma":[0.00003845438,0.0004464534,0.152548,0.0006423453,0.00003939947,0.0007043486,0.006886938,0.002522279,0.00697848,0.003789004,0.8251993,0.0002048958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3018666,0.007854411,0.0343281,0.02427706,0.009191626,0.007166471,0.01630193,0.005306409,0.5937074],"genre_scores_gemma":[0.60693,0.004742569,0.02485366,0.004916775,0.001965608,0.003019948,0.01192688,0.001303802,0.3403408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02495886,"threshold_uncertainty_score":0.08349568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447865708580218,"score_gpt":0.2560095363410078,"score_spread":0.2315308792552056,"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."}}