{"id":"W208988191","doi":"10.1353/mos.2022.a948450","title":"The Surplus Value of Images","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Criticism; Value (mathematics); MAGIC (telescope); Aesthetics; Sociology; Semiotics; Epistemology; Philosophy; Literature; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002001687,0.00004252753,0.00005786231,0.00001139001,0.0008298254,0.00003349879,0.0001425402,0.000004154011,0.002052194],"category_scores_gemma":[0.000008617712,0.00002601928,0.00004750744,0.00001643331,0.0001330008,0.00003501491,0.00007616005,0.00007361551,0.00003270905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000821686,"about_ca_system_score_gemma":0.00001071615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006102402,"about_ca_topic_score_gemma":0.00004462383,"domain_scores_codex":[0.9995777,0.00006913031,0.00008681192,0.00005726633,0.0001174645,0.00009163524],"domain_scores_gemma":[0.9997712,0.00005258014,0.00003589236,0.000109573,0.00001897534,0.0000118147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001141935,0.00002684491,0.00002160808,0.000004085324,0.00001418328,0.00000171903,0.01234761,0.00001505082,0.0002986226,0.8754646,0.1104982,0.001296089],"study_design_scores_gemma":[0.00007063479,0.00006617456,0.00002999206,0.000001340562,0.000006772848,0.000001182261,0.005976415,0.00001471727,0.0005690057,0.01320168,0.9800196,0.0000424563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4067712,0.003740066,0.000008234104,0.003142203,0.002494841,0.000290875,0.0002679468,0.0001279084,0.5831566],"genre_scores_gemma":[0.9428244,0.000007137928,0.000001903441,0.0002522091,0.0001815333,0.00001582521,0.000009454406,0.000006067294,0.0567015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8695214,"threshold_uncertainty_score":0.9988601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863608489095297,"score_gpt":0.2345663769870178,"score_spread":0.2159302920960648,"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."}}