{"id":"W1007340053","doi":"","title":"2000 Words : Musings on the Medium","year":2000,"lang":"en","type":"book","venue":"Gallery TPW eBooks","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Theme (computing); Studio; Art; Visual arts; Immigration; Art history; History; Literature; Archaeology; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001948332,0.0005297494,0.0004530391,0.0001493278,0.0007518242,0.0002749898,0.0005141945,0.0002759135,0.01933711],"category_scores_gemma":[0.00001087538,0.0003709109,0.0003194952,4.653803e-7,0.0009220367,0.0000460239,0.00008483863,0.0007869186,0.00216144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960627,"about_ca_system_score_gemma":0.0007974525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969427,"about_ca_topic_score_gemma":0.00290327,"domain_scores_codex":[0.9979522,0.00006171239,0.0004215866,0.0004428682,0.0005105715,0.0006111037],"domain_scores_gemma":[0.9986718,0.000184163,0.0001795699,0.0007403645,0.00007754506,0.0001465287],"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":[0.00002553235,0.00002114624,1.012489e-7,0.00003060533,0.0001077952,0.00002701792,0.1148398,6.09826e-7,5.580637e-7,0.1084993,0.7731813,0.003266289],"study_design_scores_gemma":[0.0001634971,0.00007867988,0.000002013047,0.0002227006,0.00007364559,0.000004731418,0.0003525022,0.000004933222,0.00000843442,0.05462607,0.9440277,0.0004351388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000658338,0.0001408945,0.000002073043,0.0007866411,0.001425306,0.0003949166,0.0001773029,0.0001947951,0.9968122],"genre_scores_gemma":[0.00240703,0.00005130113,0.000004700128,0.01032352,0.007152231,0.00004854698,0.00008418482,0.0001395221,0.979789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1708463,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233735318390065,"score_gpt":0.2245510767523599,"score_spread":0.1722137235684593,"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."}}