{"id":"W4385491241","doi":"10.7202/1102398ar","title":"“That’s Not Art, It’s Just Consultation!”: Performing Innovation in Socially Responsive Creative Technologies Research","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; York University","funders":"","keywords":"Creative industries; The arts; Value (mathematics); Emerging technologies; Sociology; Field (mathematics); Creative work; Creative brief; Work (physics); Engineering ethics; Creativity; Political science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001567714,0.0001720166,0.0002135548,0.001575047,0.0007843132,0.0002466599,0.000243644,0.00008945873,0.000612824],"category_scores_gemma":[0.0004005264,0.000162932,0.00003396748,0.0008693474,0.000705066,0.0006550161,0.0001024473,0.0004473246,0.00164497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760069,"about_ca_system_score_gemma":0.0001804041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109901,"about_ca_topic_score_gemma":0.0005024502,"domain_scores_codex":[0.9981803,0.00008872952,0.000415521,0.0003032646,0.0004751239,0.0005370702],"domain_scores_gemma":[0.9987237,0.0004678657,0.0001271311,0.0002129577,0.0004469856,0.00002134283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006206351,0.00008708829,0.003519115,0.0003129039,0.00005266495,0.00004386124,0.3296828,0.0002164365,0.001576362,0.07696263,0.5575454,0.02938009],"study_design_scores_gemma":[0.001442738,0.0002928751,0.01810096,0.0004081218,0.0000166554,0.000005494792,0.5266652,0.004142464,0.005588706,0.002314641,0.4403834,0.0006387867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316719,0.000014222,0.0000138063,0.02330782,0.0003868047,0.0004829711,0.00003089291,0.0004422267,0.04364939],"genre_scores_gemma":[0.9635337,0.0001377855,0.00005892784,0.001508832,0.0001343078,0.0002145404,0.00006834912,0.00002835467,0.03431522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969823,"threshold_uncertainty_score":0.9991323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2686387857853997,"score_gpt":0.3687565549913478,"score_spread":0.1001177692059481,"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."}}