{"id":"W3021704162","doi":"10.1016/j.patter.2020.100026","title":"Electric Dreams of Ukiyo: A Series of Japanese Artworks Created by an Artificial Intelligence","year":2020,"lang":"en","type":"article","venue":"Patterns","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Visual arts; Art; Artificial intelligence; Computer science; Art history; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001158702,0.0001009272,0.0001872586,0.00001891551,0.00004112223,0.00001972646,0.0001812481,0.00005226563,0.001339713],"category_scores_gemma":[0.00003442529,0.00007923065,0.00004300692,0.0002718018,0.00004262237,0.0001549831,0.000006150845,0.00009747572,0.00004051817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001058347,"about_ca_system_score_gemma":0.00001126243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724212,"about_ca_topic_score_gemma":0.001718855,"domain_scores_codex":[0.9991392,0.00009163294,0.00025212,0.0001774271,0.0001604477,0.000179124],"domain_scores_gemma":[0.999602,0.00004848635,0.00008721113,0.0001061561,0.00004139286,0.0001147948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317471,0.00009533424,0.8595798,0.000137096,0.00004435673,0.00001680176,0.0144825,0.001308039,0.02324437,0.00001829634,0.0002892562,0.1004524],"study_design_scores_gemma":[0.0002971886,0.005201081,0.6332321,0.0001849003,0.00009498961,0.00003662155,0.02076951,0.07360461,0.2643393,0.0005663869,0.0004628277,0.001210463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985631,0.000190963,0.0002616794,0.0001215116,0.00005368537,0.0000725454,0.0001955779,0.00003210041,0.0005088216],"genre_scores_gemma":[0.9995096,0.00004033867,0.00004353308,0.00008997312,0.0000500974,5.673147e-7,0.0002114888,0.000003007415,0.00005140007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410949,"threshold_uncertainty_score":0.9995732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967094796993258,"score_gpt":0.2325052367492134,"score_spread":0.1928342887792808,"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."}}