{"id":"W7133017223","doi":"","title":"Studio of Nature: The Transformation of Artists' Studios, 1845–1910","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Terra Foundation for American Art","keywords":"Studio; Realism; Painting; Identity (music); The arts; Natural (archaeology); Variety (cybernetics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003910223,0.0005277441,0.0009345076,0.0001724159,0.0005883764,0.0000668006,0.0006700722,0.0009348228,0.0008319037],"category_scores_gemma":[0.00006121297,0.0003592425,0.0004249032,0.0001309779,0.0006308139,0.000231241,0.00004435641,0.001415327,0.00005566169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004908896,"about_ca_system_score_gemma":0.0001387738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631914,"about_ca_topic_score_gemma":0.003913216,"domain_scores_codex":[0.9975748,0.000127138,0.0008974433,0.0003830699,0.0006346557,0.0003828886],"domain_scores_gemma":[0.9972963,0.0001126199,0.0011171,0.0006972332,0.000735789,0.00004100319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002557372,0.000325075,0.00007023527,0.001412226,0.0008741518,0.000001554858,0.6760375,0.00002143256,0.001719765,0.308607,0.007829102,0.002846184],"study_design_scores_gemma":[0.0009396204,0.0006537978,0.001126253,0.0005086975,0.0009199599,0.000004132416,0.7386924,0.00004718746,0.01201363,0.0008923944,0.2436932,0.000508723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869627,0.03421237,0.0000728333,0.003906153,0.003569076,0.003099103,0.0004848392,0.0001386302,0.1675542],"genre_scores_gemma":[0.9553548,0.002668291,0.00001137585,0.0001042926,0.0002381204,0.00004749206,0.0004853374,0.00004569343,0.0410446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3077146,"threshold_uncertainty_score":0.999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264274505479096,"score_gpt":0.3170230352502674,"score_spread":0.2943802901954765,"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."}}