{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01403691,0.0008971132,0.0004783167,0.001860072,0.004747628,0.01156392,0.001724511,0.002725036,0.007116919],"category_scores_gemma":[0.01009998,0.0007575622,0.0009092115,0.0009602715,0.02329181,0.01603679,0.01071125,0.003672474,0.001058482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620225,"about_ca_system_score_gemma":0.003868499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109004,"about_ca_topic_score_gemma":0.001311758,"domain_scores_codex":[0.9838035,0.01290162,0.0003565628,0.0008572399,0.001573496,0.0005076439],"domain_scores_gemma":[0.9938236,0.003234563,0.000296233,0.001150408,0.0007473805,0.0007478219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002732772,0.00004471677,0.0003850438,0.0001270161,0.000009906474,0.0001361507,0.0505855,0.0006905466,0.0009756005,0.9279637,0.001510011,0.0175444],"study_design_scores_gemma":[0.00004980143,0.0001754932,0.0003216034,0.0003360491,0.0000301379,0.000786882,0.02708827,0.004996356,0.002499149,0.6012038,0.3624446,0.00006788275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03818773,0.001108201,0.5954593,0.01482772,0.000503001,0.0003921379,0.00005457179,0.0004640672,0.3490033],"genre_scores_gemma":[0.776208,0.0007076656,0.1744007,0.001652629,0.00007047591,0.0006860872,0.00007248741,0.0003800659,0.0458218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01403691,"threshold_uncertainty_score":0.07423514,"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."}}