{"id":"W4386280954","doi":"10.7202/1102710ar","title":"An Atlas of Clichés. Peter Fischli and David Weiss’ Visible World","year":2023,"lang":"en","type":"article","venue":"Captures","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Cliché; Art history; Art; History; Cartography; Aesthetics; Literature; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002610236,0.00007441572,0.0001523942,0.0000778044,0.0003308131,0.00004717668,0.0001389316,0.00005514227,0.0001263041],"category_scores_gemma":[0.0001064983,0.00006562664,0.00004479062,0.0003913573,0.0004036015,0.0001091413,0.00004256831,0.0000737653,0.00002799167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226625,"about_ca_system_score_gemma":0.00003385975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695768,"about_ca_topic_score_gemma":0.01435141,"domain_scores_codex":[0.9992172,0.0000744492,0.0001122886,0.000153741,0.000210798,0.0002315535],"domain_scores_gemma":[0.9996106,0.0001066648,0.00004220158,0.0001012952,0.00004484508,0.00009440507],"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":[0.00002133727,0.00007993193,0.04784805,0.00005680715,0.0000906147,0.00002074903,0.1392565,0.00001549308,0.001033685,0.2297591,0.5734396,0.008378087],"study_design_scores_gemma":[0.0001742085,0.00004663737,0.125898,0.00001988223,0.00001778456,1.248079e-7,0.006021494,0.00001677058,0.000213249,0.009662747,0.8577662,0.0001629283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169215,0.006166711,0.000006827141,0.002724505,0.0008561919,0.0002470395,0.00002531213,0.0002591831,0.3727927],"genre_scores_gemma":[0.9802721,0.0005395802,0.00005769026,0.0002240625,0.0004022527,0.000008019091,0.000005013697,0.000007696092,0.01848356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3633506,"threshold_uncertainty_score":0.8008424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988872877316,"score_gpt":0.3093948817863618,"score_spread":0.2695061530132018,"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."}}