{"id":"W6983664521","doi":"","title":"\\nContent-Based Art Retrieval (C-BAR)","year":2005,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Regina; Andrew W. Mellon Foundation","keywords":"Feature (linguistics); Focus (optics); Photography; Quality (philosophy)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009758637,0.000609341,0.0006681533,0.001229193,0.0004368693,0.0001906369,0.0009540036,0.0006634169,0.003703645],"category_scores_gemma":[0.00005567951,0.0006560392,0.0005225333,0.0009007686,0.0005778676,0.0001374092,0.0001274903,0.0006156224,0.001757634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107369,"about_ca_system_score_gemma":0.0002999023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157661,"about_ca_topic_score_gemma":0.00001336874,"domain_scores_codex":[0.9965978,0.0004271206,0.0003529607,0.001226209,0.0007914813,0.0006044356],"domain_scores_gemma":[0.9979284,0.00004715212,0.0005109693,0.001040295,0.00006225817,0.0004108753],"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":[0.000294501,0.0007265712,0.0001628395,0.00009138316,0.00008999207,0.003718855,0.00008583241,0.001325371,0.03550883,0.009119138,0.9477246,0.001152109],"study_design_scores_gemma":[0.0009539856,0.00007898823,0.00003014654,0.0001259139,0.0002462919,0.0000793641,0.0001418369,0.001909419,0.001191818,0.000001212808,0.9945206,0.0007203965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008123118,0.0003213821,0.0015835,0.0002954079,0.001240216,0.0003873387,0.00007833214,0.001010952,0.9942706],"genre_scores_gemma":[0.01161561,0.0003521774,0.0001680423,0.0003748471,0.0007977954,9.569899e-7,0.00003453481,0.000347139,0.9863089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04679605,"threshold_uncertainty_score":0.9995891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512087779579287,"score_gpt":0.2086744778389933,"score_spread":0.1935536000432004,"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."}}