{"id":"W4411307884","doi":"10.21606/drs.2008.91","title":"Designing for Cultural Diversity: Participatory Design, Immigrant Women and Shared Creativity","year":2010,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Creativity; Participatory design; Immigration; Diversity (politics); Cultural diversity; Citizen journalism; Sociology; Computer science; Psychology; Social psychology; Engineering; World Wide Web; Political science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006911539,0.00008492588,0.0001469154,0.00002709765,0.0007168018,0.00009794757,0.0001362218,0.00008790161,0.00009334889],"category_scores_gemma":[0.0003723185,0.00007003432,0.00002681903,0.0001115012,0.0002415532,0.0004044858,0.0001024184,0.000100888,9.851799e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529333,"about_ca_system_score_gemma":0.00004776181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006147134,"about_ca_topic_score_gemma":0.0001068964,"domain_scores_codex":[0.9992267,0.000005414332,0.000122068,0.00016091,0.0001838346,0.0003010715],"domain_scores_gemma":[0.9993675,0.00007547064,0.00009986912,0.0000196678,0.0002928708,0.0001446173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002520367,0.0001158328,0.2450477,0.0001379279,0.0001258646,9.267826e-7,0.5052561,6.637209e-7,0.1630076,0.005374805,0.06452756,0.01615301],"study_design_scores_gemma":[0.002657521,0.0006645772,0.08130752,0.0001515242,0.0001346823,0.0000039638,0.4817353,0.0001415428,0.1233938,0.0109691,0.2975391,0.001301349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976619,0.00002488128,0.00003978708,0.0007068329,0.00007191497,0.0003521751,0.000006264153,0.00003662507,0.001099583],"genre_scores_gemma":[0.9932598,0.00001853756,0.00375621,0.00003342856,0.00007530124,0.00005856156,8.489881e-7,0.000004490933,0.002792814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330116,"threshold_uncertainty_score":0.5513132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177536381282903,"score_gpt":0.3156096017032274,"score_spread":0.1978559635749371,"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."}}