{"id":"W2614776754","doi":"10.11588/artdok.00003292","title":"Ludwig Gruner, Art Adviser to Prince Albert","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.001005036,0.0008723467,0.0003102113,0.001173152,0.005528224,0.003780356,0.0007286095,0.001922248,0.07413018],"category_scores_gemma":[0.002250438,0.000477965,0.0002901703,0.001133973,0.003389477,0.002266678,0.002130689,0.002776355,0.0289437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005407028,"about_ca_system_score_gemma":0.003942071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04254345,"about_ca_topic_score_gemma":0.07549383,"domain_scores_codex":[0.9989033,0.0002500526,0.00004819419,0.0002754304,0.0003278077,0.0001951945],"domain_scores_gemma":[0.9994106,0.0001352821,0.00007865197,0.00007929002,0.000158295,0.0001377877],"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":[0.0001057531,0.00002110022,0.001369762,0.0002997977,0.0000138281,0.000455151,0.01272112,0.0001586478,0.0007901688,0.12519,0.7459747,0.1129],"study_design_scores_gemma":[0.000001192558,0.00000409267,0.0004744738,0.00003678313,9.791954e-7,0.00006639217,0.0004231383,0.000005421865,0.00009588157,0.00055561,0.9983324,0.000003640602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01860465,0.06208504,0.003877713,0.07305666,0.0119669,0.0001383131,0.001547244,0.0006445309,0.828079],"genre_scores_gemma":[0.05006483,0.01048872,0.001388708,0.004262683,0.000887644,0.00003039159,0.0003462641,0.0001796458,0.9323512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07413018,"threshold_uncertainty_score":0.2479901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362712095063437,"score_gpt":0.2566381202478618,"score_spread":0.2330109992972274,"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."}}