{"id":"W4291899713","doi":"10.1080/17547075.2022.2103949","title":"From Needs to Desire: Pluriversal Design as a Desire-Based Design","year":2022,"lang":"en","type":"article","venue":"Design and Culture","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Aesthetics; Sociology; Psychology; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006890261,0.0003410996,0.0002831624,0.0004025199,0.0007910311,0.000244692,0.001119469,0.0001820859,0.0002046512],"category_scores_gemma":[0.0001027874,0.0003229871,0.00006690303,0.00144069,0.00009092689,0.0004589752,0.0003250952,0.0006008003,0.000148048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519098,"about_ca_system_score_gemma":0.0002156958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259712,"about_ca_topic_score_gemma":4.95278e-7,"domain_scores_codex":[0.9973315,0.0007934427,0.0002837823,0.0006854517,0.0004523269,0.0004535099],"domain_scores_gemma":[0.9986979,0.0002833525,0.0001530029,0.0005562181,0.0001721639,0.0001373267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002497958,0.000968196,0.00009660003,0.00002973177,0.0005107893,0.001228409,0.05148712,0.05726163,0.3353877,0.2256607,0.2779115,0.04695968],"study_design_scores_gemma":[0.004500529,0.007103196,0.0002948485,0.0001137159,0.0001512712,0.0004248482,0.004501861,0.2584066,0.4766486,0.1934694,0.05186853,0.002516591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00450742,0.0001526574,0.9917169,0.001520122,0.0004140511,0.0009161825,0.000007202076,0.0005017815,0.0002636504],"genre_scores_gemma":[0.4988533,0.000003737584,0.4952341,0.004382017,0.00008592015,0.0003458452,0.00001346451,0.00002833243,0.001053238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4964828,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357053652966176,"score_gpt":0.2564075937421669,"score_spread":0.2207022284455493,"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."}}