{"id":"W3191436871","doi":"10.1145/3465624","title":"Reversal, Disconnect, and Proposition","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exploit; Normative; Big data; Proposition; Everyday life; Data science; Sociology; Politics; Computer science; Epistemology; Aesthetics; Human–computer interaction; Media studies; Political science; Computer security; Art; Law; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007777184,0.0001230811,0.000151301,0.00007057285,0.0002255011,0.0001344405,0.0002657759,0.00005824198,0.0000145199],"category_scores_gemma":[0.00006187923,0.00007893778,0.00005966983,0.00003996893,0.0003557789,0.0002771432,0.0004933185,0.0002454824,2.764542e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009167479,"about_ca_system_score_gemma":0.000005378411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002042875,"about_ca_topic_score_gemma":0.00003042413,"domain_scores_codex":[0.9994574,0.00000714933,0.000133078,0.0002171016,0.000088759,0.00009654369],"domain_scores_gemma":[0.9993617,0.00003409702,0.0001267368,0.0001509018,0.0003055113,0.00002107203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004298423,0.0001007258,0.0005573631,0.00008400833,0.00007232434,9.807391e-7,0.006732364,4.922017e-9,0.005487845,0.9536594,0.02612337,0.007138699],"study_design_scores_gemma":[0.0003378493,0.001492803,0.002037415,0.001330975,0.0001154629,0.00009479136,0.00575753,0.0001498801,0.4011716,0.3905868,0.1964316,0.0004933891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688737,0.0003669462,0.0001381782,0.01234994,0.00026387,0.000468459,0.00003604717,0.0003333823,0.0171695],"genre_scores_gemma":[0.9963853,0.0003452454,0.001814261,0.0009754588,0.000159525,0.00001887705,0.000002525408,0.00001122518,0.0002875277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630726,"threshold_uncertainty_score":0.3218989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732666422909164,"score_gpt":0.2413409258077812,"score_spread":0.2240142615786895,"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."}}