{"id":"W4398162715","doi":"10.5406/21518009.50.1.02","title":"To You From We: An Experimental Essay and Exhibition Addressed to You (the Reader) in Eager Anticipation of Your Response","year":2024,"lang":"en","type":"article","venue":"Visual Arts Research","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anticipation (artificial intelligence); Exhibition; Psychology; Aesthetics; Visual arts; Art; Computer science; Artificial intelligence","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":[0.00895915,0.0009552821,0.0007675469,0.0004828748,0.008342308,0.005961128,0.001645527,0.006075304,0.01595883],"category_scores_gemma":[0.04465901,0.0004313417,0.0005208111,0.0004195469,0.008045185,0.004996876,0.00604686,0.01037765,0.002622755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467168,"about_ca_system_score_gemma":0.001417476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451419,"about_ca_topic_score_gemma":0.002013295,"domain_scores_codex":[0.9929901,0.004992106,0.0001910154,0.0005650001,0.0008768067,0.0003849124],"domain_scores_gemma":[0.9764832,0.01657114,0.001005053,0.001310226,0.003232289,0.001398175],"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":[0.0005214257,0.001381484,0.0009299754,0.0009574521,0.00003726932,0.002065889,0.2531772,0.000327148,0.008116136,0.07526898,0.6268389,0.03037822],"study_design_scores_gemma":[0.00007463287,0.0003903776,0.001994305,0.0008686805,0.00001866633,0.0005825718,0.161082,0.0002951697,0.003118168,0.007866991,0.8236265,0.00008185522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1430282,0.005703992,0.01417549,0.6538301,0.05808672,0.001783616,0.0008867088,0.0005531523,0.121952],"genre_scores_gemma":[0.6401173,0.003807517,0.01330668,0.1188105,0.0151708,0.00722509,0.0004579917,0.0007614317,0.2003426],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01595883,"threshold_uncertainty_score":0.05338758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2579451877538722,"score_gpt":0.5295870485319405,"score_spread":0.2716418607780683,"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."}}