{"id":"W4406784286","doi":"10.1162/octo_a_00541","title":"Astonishment, Outrage, Despair","year":2024,"lang":"en","type":"article","venue":"October","topic":"Socio-political and Technological Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Outrage; Art; Aesthetics; Philosophy; Political science; Law; Politics","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":[0.002773137,0.0006245825,0.0003777058,0.0008519486,0.007699646,0.01091598,0.0008137891,0.002523263,0.01483897],"category_scores_gemma":[0.01031396,0.0001877611,0.0001950263,0.0008289492,0.01302278,0.004693955,0.003992428,0.007524591,0.005609837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00415462,"about_ca_system_score_gemma":0.002694957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641143,"about_ca_topic_score_gemma":0.01225164,"domain_scores_codex":[0.994047,0.003846495,0.0001575595,0.0003427568,0.0009335014,0.0006725105],"domain_scores_gemma":[0.9961677,0.001367862,0.0004904089,0.0002368122,0.000890254,0.0008468934],"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":[0.00005269448,0.00004557914,0.002206987,0.0001004709,0.00001071045,0.0004541469,0.04372165,0.0001838608,0.0002377548,0.3874318,0.548305,0.01724924],"study_design_scores_gemma":[0.000006972575,0.00003179388,0.001540584,0.0002332996,0.000003912084,0.0002845614,0.03368712,0.0001906036,0.0001597941,0.02121074,0.9426166,0.00003404242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03489944,0.006491537,0.007295291,0.2697594,0.02216778,0.00007084331,0.0004489706,0.0003763194,0.6584904],"genre_scores_gemma":[0.7746838,0.004046782,0.001689903,0.05532741,0.006490251,0.0001325364,0.0002421319,0.0004892744,0.156898],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01483897,"threshold_uncertainty_score":0.04964125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293108660709921,"score_gpt":0.3908380954758115,"score_spread":0.3615272294048194,"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."}}