{"id":"W2583527770","doi":"10.4148/2475-7799.1018","title":"Designing a College Trustee Gown","year":2003,"lang":"en","type":"article","venue":"Transactions of the Burgon Society","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Community college; Sociology; Library science; Medical education; Medicine; Computer science","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":[0.0002173312,0.0001025054,0.0001199126,0.00002936048,0.0005140441,0.00003320772,0.000179984,0.00003755209,0.0007761207],"category_scores_gemma":[0.00002479204,0.00007714096,0.000217747,0.00068418,0.00007674853,0.0002860937,0.00001684074,0.00007907442,0.00003133536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232812,"about_ca_system_score_gemma":0.00001300961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005257137,"about_ca_topic_score_gemma":0.00001775524,"domain_scores_codex":[0.9993593,0.000009307245,0.0001682274,0.0001243521,0.0001983454,0.0001405186],"domain_scores_gemma":[0.999602,0.00003183418,0.0001036442,0.0001625705,0.00009534384,0.000004571859],"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":[0.00008380322,0.001090986,0.04572983,0.001561574,0.001874637,0.000002234985,0.002309923,0.01097965,0.00884538,0.5949433,0.3292554,0.00332325],"study_design_scores_gemma":[0.003338936,0.00002649819,0.0201745,0.0001809493,0.001267199,0.000004011535,0.01542011,0.003058007,0.01444262,0.03147597,0.9095512,0.001059997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0876561,0.001064378,0.6020833,0.007066081,0.002936982,0.002060862,0.0000338596,0.0005997009,0.2964987],"genre_scores_gemma":[0.9912023,0.00002906252,0.002402796,0.0006606683,0.00009211224,0.00001285836,0.0000012882,0.00001630813,0.005582626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9035462,"threshold_uncertainty_score":0.8497977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499009883515851,"score_gpt":0.2001479346012659,"score_spread":0.1851578357661074,"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."}}