{"id":"W4400589503","doi":"10.1386/9781789389166_17","title":"What Can a University Gallery Do?","year":2024,"lang":"en","type":"book-chapter","venue":"Artwork scholarship","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001586599,0.0003548305,0.0002964075,0.00009955929,0.0004224925,0.001632956,0.0003211619,0.0002344087,0.02267079],"category_scores_gemma":[0.00000414822,0.0003103448,0.0002972487,0.00001561053,0.0001874493,0.0007538617,0.0001420437,0.000964672,0.003409834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093353,"about_ca_system_score_gemma":0.00004680558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002966925,"about_ca_topic_score_gemma":0.005243182,"domain_scores_codex":[0.9987864,0.00001707708,0.0001882131,0.0004450743,0.0002735645,0.0002896666],"domain_scores_gemma":[0.9992555,0.00003486799,0.00008534419,0.0003731192,0.0001023374,0.0001488546],"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":[0.00001436209,0.000006454218,0.000003292097,0.00006353481,0.0001152328,0.0002322326,0.006513291,3.119564e-7,6.895045e-7,0.9646441,0.02569859,0.002707859],"study_design_scores_gemma":[0.000082928,0.0000324412,0.000007923132,0.00107399,0.0000941694,0.000003683354,0.002193578,4.759883e-7,3.830468e-7,0.08842474,0.9077038,0.0003818517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008071952,0.004296004,1.126032e-7,0.0008254143,0.002841791,0.000174333,0.0000790881,0.0002085822,0.9907675],"genre_scores_gemma":[0.04498779,0.001497105,0.000007309958,0.0005586234,0.001807555,0.000001357703,0.00007425326,0.00007107198,0.9509949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8820053,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377734450210546,"score_gpt":0.2128307735786542,"score_spread":0.1590534290765488,"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."}}