{"id":"W3211453469","doi":"","title":"Artsheets for Art Datasets","year":2021,"lang":"en","type":"article","venue":"Neural Information Processing Systems","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.001195877,0.001927139,0.0009564023,0.003905827,0.0009241901,0.00245889,0.002694081,0.001906915,0.1273183],"category_scores_gemma":[0.007434461,0.000635683,0.002438157,0.00328091,0.0005514696,0.001702433,0.002009835,0.001990027,0.06628699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006779837,"about_ca_system_score_gemma":0.001232362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006135163,"about_ca_topic_score_gemma":0.02164849,"domain_scores_codex":[0.9989311,0.0001573083,0.0000971751,0.000310369,0.000366297,0.0001377688],"domain_scores_gemma":[0.9983724,0.000527089,0.00008268402,0.0006834702,0.000186929,0.0001473701],"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":[0.0003435121,0.0002088511,0.001530476,0.0007883997,0.0001708778,0.0001102789,0.00005920006,0.004639043,0.00122976,0.003562136,0.9483657,0.03899154],"study_design_scores_gemma":[0.0006350422,0.0001288548,0.004442077,0.0002209406,0.00008167626,0.0002457949,0.0001457498,0.03102917,0.004860578,0.01392206,0.9442034,0.0000846049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.005094594,0.0005812322,0.006548677,0.0004519198,0.0005886762,0.0002164788,0.9486448,0.02943667,0.008436886],"genre_scores_gemma":[0.01097423,0.000249761,0.01560891,0.0002108084,0.00008071395,0.0004446903,0.9651375,0.001778568,0.005514719],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1273183,"threshold_uncertainty_score":0.4259222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697436033513219,"score_gpt":0.3059174410977153,"score_spread":0.2589430807625831,"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."}}