{"id":"W4402051856","doi":"10.1386/jcs_00102_5","title":"AI in Museums: Reflections, Perspectives and Applications, Sonja Theil and Johannes C. Bernhardt (eds)","year":2024,"lang":"en","type":"article","venue":"Journal of Curatorial Studies","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Engineering physics; Art; Engineering","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":[0.003850285,0.001086358,0.001097144,0.003446549,0.001259703,0.007527184,0.001216627,0.003113938,0.01840144],"category_scores_gemma":[0.006154086,0.0007303669,0.0005678913,0.006980474,0.003276791,0.009087935,0.002754765,0.003823659,0.007684247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003881326,"about_ca_system_score_gemma":0.006264961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472766,"about_ca_topic_score_gemma":0.0250789,"domain_scores_codex":[0.9980789,0.0008333461,0.0001562466,0.0002050143,0.0005703574,0.0001560502],"domain_scores_gemma":[0.9960256,0.002446255,0.0003139217,0.0001147287,0.0008044737,0.0002950287],"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":[0.00004384223,0.00003555582,0.0002004889,0.006499542,0.00003045927,0.0001432629,0.003218208,0.0002101382,0.0002632476,0.01379204,0.5488613,0.4267019],"study_design_scores_gemma":[0.00000578518,0.00001523699,0.001011015,0.004257545,0.00001326626,0.0004933769,0.002425167,0.00003842445,0.00007331235,0.003293102,0.9883583,0.00001545151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001371113,0.9819373,0.0002605267,0.01027142,0.001439316,0.000004315553,0.00002789519,0.00002249286,0.005899621],"genre_scores_gemma":[0.003393515,0.9817723,0.0007065739,0.003056674,0.001681436,0.000028545,0.00007426462,0.0000319973,0.009254641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01840144,"threshold_uncertainty_score":0.06155896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581763062878081,"score_gpt":0.3387875797916753,"score_spread":0.2929699491628945,"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."}}