{"id":"W2901356597","doi":"10.15353/joci.v14i1.3399","title":"The Digital Fringe and Social Participation through Interaction Design","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Disadvantaged; Inclusion (mineral); Dilemma; Public relations; Enabling; Digital inclusion; Variety (cybernetics); Digital divide; Indigenous; Sociology; Political science; Information and Communications Technology; Psychology; Gender studies; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01105101,0.0008540298,0.000457554,0.002181431,0.00468296,0.01504197,0.001982501,0.002406099,0.01106452],"category_scores_gemma":[0.01227666,0.0004311833,0.0008680782,0.0009719177,0.02029878,0.01030582,0.01067401,0.001915618,0.001053242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564293,"about_ca_system_score_gemma":0.00264479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053023,"about_ca_topic_score_gemma":0.001262949,"domain_scores_codex":[0.979391,0.01780172,0.0004298201,0.0006829192,0.00115044,0.0005441151],"domain_scores_gemma":[0.9857912,0.01132088,0.0004580891,0.001101385,0.0003906453,0.0009378479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153833,0.0002661769,0.004126296,0.002080318,0.00008800824,0.0007418717,0.2306075,0.001773728,0.002785622,0.5697293,0.009735603,0.1779119],"study_design_scores_gemma":[0.0001032621,0.0004786615,0.002347139,0.001930993,0.00009237588,0.001644425,0.0845444,0.003536194,0.002199227,0.2641293,0.6388881,0.000105855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1535699,0.01551932,0.3828129,0.0321303,0.001323121,0.001124691,0.0001975161,0.001245063,0.412077],"genre_scores_gemma":[0.8063349,0.006004653,0.1491504,0.001594216,0.0002055381,0.001680662,0.0001247136,0.0003192706,0.03458582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01504197,"threshold_uncertainty_score":0.05844402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09550227504997583,"score_gpt":0.3053690310731562,"score_spread":0.2098667560231804,"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."}}